% Preprint @article{Rodriguez:Feng:Iyyer:He:Boyd-Graber-Preprint, Title = {Quizbowl: The Case for Incremental Question Answering}, Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber}, Journal = {ArXiv}, Year = {Preprint}, Url = {https://arxiv.org/abs/1904.04792}, } @inproceedings{Boyd-Graber-Preprint, Title = {Personalized Help for Optimizing Low-Skilled Users’ Strategy}, Booktitle = {ArXiv}, Year = {Preprint}, } @article{B\"orschinger:Boyd-Graber:Buck:Bulian:Ciaramita:Huebscher:Gajewski:Kilcher:Nogueira:Saralegu-Preprint, Title = {Meta Answering for Machine Reading}, Author = {Benjamin B\"orschinger and Jordan Boyd-Graber and Christian Buck and Jannis Bulian and Massimiliano Ciaramita and Michelle Chen Huebscher and Wojciech Gajewski and Yannic Kilcher and Rodrigo Nogueira and Lierni Sestorain Saralegu}, Journal = {ArXiv}, Year = {Preprint}, Url = {https://arxiv.org/abs/1911.04156}, } @article{Sung:Fleisig:Mondal:Boyd-Graber-Preprint, Title = {ADVSCORE: A Metric for the Evaluation and Creation of Adversarial Benchmarks}, Author = {Yoo Yeon Sung and Eve Fleisig and Ishani Mondal and Jordan Lee Boyd-Graber}, Journal = {ArXiv}, Year = {Preprint}, Url = {https://arxiv.org/abs/2406.16342}, } % 2024 @inproceedings{Srikanth:Sarkar:Y.:M.:C.:Rudinger:Boyd-Graber-2024, Title = {Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering}, Author = {Neha Srikanth and Rupak Sarkar and Mane, Heran Y. and Aparicio, Elizabeth M. and Nguyen, Quynh C. and Rachel Rudinger and Jordan Boyd-Graber}, Booktitle = {North American Association for Computational Linguistics}, Year = {2024}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_naacl_pregnant.pdf}, } @inproceedings{Si:Goyal:Wu:Zhao:Feng:III:Boyd-Graber-2024, Title = {Large Language Models Help Humans Verify Truthfulness---Except When They Are Convincingly Wrong}, Author = {Chenglei Si and Navita Goyal and Tongshuang Wu and Chen Zhao and Shi Feng and Hal Daum\'{e} {III} and Jordan Boyd-Graber}, Booktitle = {North American Association for Computational Linguistics}, Year = {2024}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_naacl_convincingly.pdf}, } @inproceedings{Grissom-II:Shoemaker:Goldman:Shi:Stewart:Rytting:Findlater:Boyd-Graber:Li:Grissom-II:Boyd-Graber-2024, Author = {Alvin {Grissom II} and Jo Shoemaker and Benjamin Goldman and Ruikang Shi and Craig Stewart and C. Anton Rytting and Leah Findlater and Jordan Boyd-Graber}, Location = {Torino, Italy}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_lrec_siminthelp.pdf}, Booktitle = {Linguistic Resources and Evaluation Conference}, Year = {2024}, Title = {Rapidly Piloting Real-time Linguistic Assistance for Simultaneous Interpreters with Untrained Bilingual Surrogates}, } @article{Nguyen:Aparicio:Jasczynski:Doig:Yue:Mane:Srikanth:Gutierrez:Delcid:He:Boyd-Graber-2024, Title = {Randomized Pilot of Rosie, a Health Education Question-and-Answer Chatbot for New Mothers}, Author = {Quynh C. Nguyen and Elizabeth M. Aparicio and Michelle Jasczynski and Amara Channell Doig and Xiaohe Yue and Heran Mane and Neha Srikanth and Francia Ximena Marin Gutierrez and Nataly Delcid and Xin He and Jordan Boyd-Graber}, Journal = {Journal of Medical Internet Research: Journal of Formative Research}, Year = {2024}, Url = {https://formative.jmir.org/2024/1/e51361}, } @article{Mondal:Li:Hou:Natarajan:Garimella:Bandyopadhyay:Boyd-Graber-2024, Title = {SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement}, Author = {Ishani Mondal and Zongxia Li and Yufang Hou and Anandhavelu Natarajan and Aparna Garimella and Sambaran Bandyopadhyay and Jordan Boyd-Graber}, Year = {2024}, Journal = {Findings of the Empirical Methods in Natural Language Processing}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_emnlp_diagramgen.pdf}, } @article{Li:Mondal:Nghiem:Liang:Boyd-Graber-2024, Title = {PEDANTS (Precise Evaluations of Diverse Answer Nominee Text for Skinflints): Use Evaluation Metrics Wisely---Efficient Evaluation Analysis and Benchmarking for Open-Domain Question Answering}, Author = {Zongxia Li and Ishani Mondal and Huy Nghiem and Yijun Liang and Jordan Boyd-Graber}, Journal = {Findings of the Empirical Methods in Natural Language Processing}, Location = {Miami}, Year = {2024}, Url = {https://arxiv.org/abs/2402.11161}, } @article{Wu:Guan:Li:Huang:Liu:Wang:Xian:Shrivastava:Huang:Boyd-Graber:Zhou:Manocha-2024, Title = {AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models}, Author = {Xiyang Wu and Tianrui Guan and Dianqi Li and Shuaiyi Huang and Xiaoyu Liu and Xijun Wang and Ruiqi Xian and Abhinav Shrivastava and Furong Huang and Jordan Boyd-Graber and Tianyi Zhou and Dinesh Manocha}, Journal = {Findings of the Empirical Methods in Natural Language Processing}, Year = {2024}, Location = {Miami}, Url = {https://arxiv.org/abs/2406.10900}, } @inproceedings{Li:Mao:Stephens:Goel:Walpole:Fung:Dima:Boyd-Graber-2024, Title = {TENOR: Topic Enabled Neural Organization and Recommendation: Evaluating Topic Models in Task Based Settings}, Author = {Zongxia Li and Andrew Mao and Daniel Kofi Stephens and Pranav Goel and Emily Walpole and Juan Francisco Fung and Alden Dima and Jordan Lee Boyd-Graber}, Booktitle = {European Association for Computational Linguistics}, Year = {2024}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_eacl_tenor.pdf}, } @inproceedings{Mondal:S:Natarajan:Garimella:Bandyopadhyay:Boyd-Graber-2024, Title = {Presentations by the People, for the People: Harnessing LLMs for Generating Persona-Aware Slides from Documents}, Author = {Ishani Mondal and Shwetha S and Anandhavelu Natarajan and Aparna Garimella and Sambaran Bandyopadhyay and Jordan Boyd-Graber}, Booktitle = {European Association for Computational Linguistics}, Year = {2024}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_eacl_slides.pdf}, } @inproceedings{Kabir:Sung:Bandyopadhyay:Zou:Chandra:Boyd-Graber-2024, Title = {You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions}, Author = {Tasnim Kabir and Yoo Yeon Sung and Saptarashmi Bandyopadhyay and Hao Zou and Abhranil Chandra and Jordan Lee Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Location = {Miami}, Year = {2024}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_emnlp_natural.pdf}, } @inproceedings{Shu:Balepur:Feng:Boyd-Graber-2024, Title = {KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students}, Author = {Matthew Shu and Nishant Balepur and Shi Feng and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Location = {Miami}, Year = {2024}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_emnlp_karl.pdf}, } @inproceedings{Gor:Daume-III:Boyd-Graber-2024, Title = {Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA}, Author = {Maharshi Gor and Hal {Daum\'{e} III} Tianyi Zhou and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2024}, Location = {Miami}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_emnlp_caimira.pdf}, } @inproceedings{Balepur:Shu:Hoyle:Robey:Feng:Goldfarb-Tarrant:Boyd-Graber-2024, Title = {A SMART Mnemonic Sounds like "Glue Tonic": Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick}, Author = {Nishant Balepur and Matthew Shu and Alexander Hoyle and Alison Robey and Shi Feng and Seraphina Goldfarb-Tarrant and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2024}, Location = {Miami}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_emnlp_mnemonic.pdf}, } @inproceedings{Boyd-Graber-2024, Title = {More Victories, Less Cooperation: Assessing Cicero’s Diplomacy Play}, Booktitle = {Association for Computational Linguistics}, Year = {2024}, Location = {Bangkok, Thailand}, Url = {http://umiacs.umd.edu/~jbg//docs/2024_acl_cicero.pdf}, } % 2023 @article{Y.:Amara:Ximena:Michelle:Xiaohe:Srikanth:Sourabh:Abby:Ann:Pragat:Xin:Boyd-Graber:M.:C.-2023, Title = {Practical Guidance for the Development of Rosie, a Health Education Question-and-Answer Chatbot for New Mothers}, Author = {Mane, Heran Y. and Channell Doig, Amara and Marin Gutierrez, Francia Ximena and Jasczynski, Michelle and Yue, Xiaohe and Neha Srikanth and Mane, Sourabh and Sun, Abby and Moats, Rachel Ann and Patel, Pragat and He, Xin and Jordan Boyd-Graber and Aparicio, Elizabeth M. and Nguyen, Quynh C.}, Journal = {Journal of Public Health Management and Practice}, Year = {2023}, Url = {https://journals.lww.com/jphmp/fulltext/2023/09000/practical_guidance_for_the_development_of_rosie,_a.9.aspx}, } @inproceedings{Si:Gan:Yang:Wang:Wang:Boyd-Graber:Wang-2023, Title = {Prompting GPT-3 To Be Reliable}, Author = {Chenglei Si and Zhe Gan and Zhengyuan Yang and Shuohang Wang and Jianfeng Wang and Jordan Boyd-Graber and Lijuan Wang}, Booktitle = {International Conference on Learning Representations}, Year = {2023}, Url = {http://umiacs.umd.edu/~jbg//docs/2023_iclr_reliable.pdf}, } @article{Si:Shi:Zhao:Zettlemoyer:Boyd-Graber-2023, Title = {Getting \underline{MoRE} out of \underline{M}ixture \underline{o}f Language Model \underline{R}easoning \underline{E}xperts}, Author = {Chenglei Si and Weijia Shi and Chen Zhao and Luke Zettlemoyer and Jordan Boyd-Graber}, Journal = {Findings of Empirical Methods in Natural Language Processing}, Year = {2023}, Location = {Singapore}, Url = {http://umiacs.umd.edu/~jbg//docs/2023_findings_more.pdf}, } @inproceedings{Sung:Hassan:Boyd-Graber-2023, Title = {Not all Fake News is Written: A Dataset and Analysis of Misleading Video Headlines}, Author = {Yoo Yeon Sung and Naeemul Hassan and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2023}, Location = {Singapore}, Url = {http://umiacs.umd.edu/~jbg//docs/2023_emnlp_videoheadline.pdf}, } @inproceedings{Schulhoff:Pinto:Khan:Bouchard:Si:Boyd-Graber:Anati:Tagliabue:Kost:Carnahan-2023, Title = {Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs Through a Global Prompt Hacking Competition}, Author = {Sander V Schulhoff and Jeremy Pinto and Anaum Khan and Louis-François Bouchard and Chenglei Si and Jordan Lee Boyd-Graber and Svetlina Anati and Valen Tagliabue and Anson Liu Kost and Christopher R Carnahan}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2023}, Location = {Singapore}, Url = {http://umiacs.umd.edu/~jbg//docs/2023_emnlp_hackaprompt.pdf}, } @inproceedings{Han:Carpuat:Boyd-Graber-2023, Title = {Automatic Explicitation to Bridge the Background Knowledge Gap in Translation and its Evaluation with Multilingual QA}, Author = {HyoJung Han and Marine Carpuat and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2023}, Location = {Singapore}, Url = {http://umiacs.umd.edu/~jbg//docs/2023_emnlp_explicitation.pdf}, } @inproceedings{Rogers:Karpinska:Boyd-Graber:Okazaki-2023, Author = {Anna Rogers and Marzena Karpinska and Jordan Boyd-Graber and Naoaki Okazaki}, Title = {Program Chairs' Report on Peer Review at ACL 2023}, Journal = {Association for Computational Linguistics}, Year = {2023}, Location = {Toronto}, Url = {http://umiacs.umd.edu/~jbg//docs/2023_acl_peer_review_report.pdf}, } % 2022 @article{Guo:Zhang:Zhang:He:Zhang:Xie:Boyd-Graber-2022, Author = {Fenfei Guo and Chen Zhang and Zhirui Zhang and Qixin He and Kejun Zhang and Jun Xie and Jordan Boyd-Graber}, Title = {Automatic Song Translation for Tonal Languages}, Journal = {Findings of the Association for Computational Linguistics}, Year = {2022}, Location = {Dublin}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_acl_ast.pdf}, } @article{Si:Zhao:Min:Boyd-Graber-2022, Title = {Re-Examining Calibration: The Case of Question Answering}, Author = {Chenglei Si and Chen Zhao and Sewon Min and Jordan Boyd-Graber}, Journal = {Findings of Empirical Methods in Natural Language Processing}, Year = {2022}, Location = {Abu Dhabi}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_calibration.pdf}, } @article{He:Mao:Boyd-Graber-2022, Title = {Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain QA}, Author = {Wanrong He and Andrew Mao and Jordan Boyd-Graber}, Journal = {Findings of Empirical Methods in Natural Language Processing}, Year = {2022}, Location = {Abu Dhabi}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_cheaters.pdf}, } @article{Jansen:Boyd-Graber-2022, Title = {Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language}, Author = {Peter Jansen and Jordan Boyd-Graber}, Booktitle = {Figurative Language Workshop 2022 @EMNLP}, Year = {2022}, Url = {https://arxiv.org/abs/2107.08146}, } @inproceedings{Han:Carpuat:Boyd-Graber-2022, Title = {SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question Answering}, Author = {HyoJung Han and Marine Carpuat and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2022}, Location = {Abu Dhabi}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_simqa.pdf}, } @inproceedings{Feng:Boyd-Graber-2022, Title = {Learning to Explain Selectively: A Case Study on Question Answering}, Author = {Shi Feng and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2022}, Location = {Abu Dhabi}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_emnlp_augment.pdf}, } @inproceedings{Fujinuma:Boyd-Graber:Kann-2022, Author = {Yoshinari Fujinuma and Jordan Boyd-Graber and Katharina Kann}, Title = {How Does Multilingual Pretraining Affect Cross-Lingual Transferability?}, Booktitle = {Association for Computational Linguistics}, Year = {2022}, Location = {Dublin}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_acl_multilingbert.pdf}, } @inproceedings{Yuan:Xia:May:Durme:Boyd-Graber-2022, Author = {Michelle Yuan and Patrick Xia and Chandler May and Benjamin Van Durme and Jordan Boyd-Graber}, Title = {Adapting Coreference Resolution Models through Active Learning}, Booktitle = {Association for Computational Linguistics}, Year = {2022}, Location = {Dublin}, Url = {http://umiacs.umd.edu/~jbg//docs/2022_acl_alcoref.pdf}, } % 2021 @inproceedings{Zhao:Xiong:Daume-III:Boyd-Graber-2021, Title = {Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval}, Author = {Chen Zhao and Chenyan Xiong and Hal {Daum\'{e} III} and Jordan Boyd-Graber}, Booktitle = {North American Association for Computational Linguistics}, Year = {2021}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_multi_ance.pdf}, } @inproceedings{Eisenschlos:Dhingra:Bulian:B\"orschinger:Boyd-Graber-2021, Title = {Fool Me Twice: Entailment from Wikipedia Gamification}, Author = {Julian Martin Eisenschlos and Bhuwan Dhingra and Jannis Bulian and Benjamin B\"orschinger and Jordan Boyd-Graber}, Booktitle = {North American Association for Computational Linguistics}, Year = {2021}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_naacl_fm2.pdf}, } @inproceedings{Hoyle:Goel:Peskov:Hian-Cheong:Boyd-Graber:Resnik-2021, Title = {Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence}, Author = {Alexander Hoyle and Pranav Goel and Denis Peskov and Andrew Hian-Cheong and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Neural Information Processing Systems}, Location = {Online}, Year = {2021}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_neurips_incoherence.pdf}, } @article{Peskov:Hangya:Boyd-Graber:Fraser-2021, Title = {Adapting Entities across Languages and Cultures}, Author = {Denis Peskov and Viktor Hangya and Jordan Boyd-Graber and Alexander Fraser}, Journal = {Findings of Empirical Methods in Natural Language Processing}, Year = {2021}, Location = {Punta Cana}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_adaptation.pdf}, } @inproceedings{Si:Zhao:Boyd-Graber-2021, Title = {What's in a Name? Answer Equivalence For Open-Domain Question Answering}, Author = {Chenglei Si and Chen Zhao and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2021}, Location = {Punta Cana}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_answer_equiv.pdf}, } @inproceedings{Gor:Webster:Boyd-Graber-2021, Title = {Toward Deconfounding the Influence of Subject's Demographic Characteristics in Question Answering}, Author = {Maharshi Gor and Kellie Webster and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2021}, Location = {Punta Cana}, Pages = {6}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_qa_fairness.pdf}, } @inproceedings{Rodriguez:Boyd-Graber-2021, Title = {Evaluation Paradigms in Question Answering}, Author = {Pedro Rodriguez and Jordan Boyd-Graber}, Location = {Punta Cana}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2021}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_paradigms.pdf}, } @inproceedings{Zhao:Xiong:Boyd-Graber:Daume-III-2021, Title = {Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation}, Author = {Chen Zhao and Chenyan Xiong and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2021}, Location = {Punta Cana}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_emnlp_weak_dpr.pdf}, } @inproceedings{Rodriguez:Barrow:Hoyle:Lalor:Jia:Boyd-Graber-2021, Title = {Evaluation Examples Are Not Equally Informative: How Should That Change NLP Leaderboards?}, Author = {Pedro Rodriguez and Joe Barrow and Alexander Hoyle and John P. Lalor and Robin Jia and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2021}, Url = {http://umiacs.umd.edu/~jbg//docs/2021_acl_leaderboard.pdf}, } % 2020 @inproceedings{Varini:Boyd-Graber:Ciaramita:Leippold-2020, Title = {ClimaText: A Dataset for Climate Change Topic Detection}, Author = {Francesco Saverio Varini and Jordan Boyd-Graber and Massimiliano Ciaramita and Markus Leippold}, Booktitle = {NeurIPS Workshop on Tackling Climate Change with Machine Learning}, Year = {2020}, Location = {Virtual Simulacrum of Vancouver}, } @article{Thomas:Jordan:Jannis:Massimiliano:Markus-2020, Title = {CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims}, Author = {Diggelmann, Thomas and Boyd-Graber, Jordan and Bulian, Jannis and Ciaramita, Massimiliano and Leippold, Markus}, Booktitle = {NIPS Workshop on Tackling Climate Change with Machine Learning}, Year = {2020}, Url = {https://research.google/pubs/pub50541/}, } @inproceedings{Guo:Boyd-Graber:Iyyer:Findlater-2020, Author = {Fenfei Guo and Jordan Boyd-Graber and Mohit Iyyer and Leah Findlater}, Location = {France (but only in dreams)}, Booktitle = {Linguistic Resources and Evaluation Conference}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_lrec_sense.pdf}, Year = {2020}, Title = {Which Evaluations Uncover Sense Representations that Actually Make Sense?}, } @inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2020, Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater}, Booktitle = {Intelligent User Interfaces}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_iui_control.pdf}, Year = {2020}, Title = {Digging into User Control: Perceptions of Adherence and Instability in Transparent Models}, } @article{Shi:Zhao:Boyd-Graber:Daume-III:Lee-2020, Title = {On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries}, Author = {Tianze Shi and Chen Zhao and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Lillian Lee}, Journal = {Findings of EMNLP}, Year = {2020}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_findings_qalign.pdf}, } @article{Li:Grissom-II:Boyd-Graber-2020, Title = {An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs}, Author = {Wenyan Li and Alvin {Grissom II} and Jordan Boyd-Graber}, Journal = {Findings of EMNLP}, Year = {2020}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_findings_verbs.pdf}, } @inproceedings{Yuan:Zhang:Van-Durme:Findlater:Boyd-Graber-2020, Title = {Interactive Refinement of Cross-Lingual Word Embeddings}, Author = {Michelle Yuan and Mozhi Zhang and Benjamin {Van Durme} and Leah Findlater and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2020}, Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_clime.pdf}, } @inproceedings{Yuan:Lin:Boyd-Graber-2020, Title = {Cold-start Active Learning through Self-Supervised Language Modeling}, Author = {Michelle Yuan and Hsuan-Tien Lin and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2020}, Location = {The Cyberverse Simulacrum of Punta Cana, Dominican Republic}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_emnlp_alps.pdf}, } @inproceedings{Smith:Boyd-Graber:Fan:Birchfield:Wu:Weld:Findlater-2020, Author = {Alison Smith and Jordan Boyd-Graber and Ron Fan and Melissa Birchfield and Tongshuang Wu and Dan Weld and Leah Findlater}, Booktitle = {Computer-Human Interaction}, Year = {2020}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_chi_explanation.pdf}, Title = {No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML}, } @inproceedings{Zhang:Fujinuma:Boyd-Graber-2020, Title = {Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification}, Author = {Mozhi Zhang and Yoshinari Fujinuma and Jordan Boyd-Graber}, Booktitle = {Association for the Advancement of Artificial Intelligence}, Year = {2020}, Location = {New York, New York}, Url = {https://arxiv.org/abs/1812.09617}, } @inproceedings{Zhang:Fujinuma:Paul:Boyd-Graber-2020, Author = {Mozhi Zhang and Yoshinari Fujinuma and Michael J. Paul and Jordan Boyd-Graber}, Title = {Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries}, Booktitle = {Association for Computational Linguistics}, Year = {2020}, Location = {The Cyberverse Simulacrum of Seattle}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_refine.pdf}, } @inproceedings{Boyd-Graber:B\"orschinger-2020, Title = {What Question Answering can Learn from Trivia Nerds}, Author = {Jordan Boyd-Graber and Benjamin B\"orschinger}, Year = {2020}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_trivia.pdf}, Location = {The Cyberverse Simulacrum of Seattle}, Booktitle = {Association for Computational Linguistics}, } @inproceedings{Peskov:Cheng:Elgohary:Barrow:Danescu-Niculescu-Mizil:Boyd-Graber-2020, Title = {It Takes Two to Lie: One to Lie and One to Listen}, Author = {Denis Peskov and Benny Cheng and Ahmed Elgohary and Joe Barrow and Cristian Danescu-Niculescu-Mizil and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2020}, Location = {The Cyberverse Simulacrum of Seattle}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_acl_diplomacy.pdf}, } @inproceedings{Zhao:Xiong:Qian:Boyd-Graber-2020, Title = {Complex Factoid Question Answering with a Free-Text Knowledge Graph}, Author = {Chen Zhao and Chenyan Xiong and Xin Qian and Jordan Boyd-Graber}, Booktitle = {ACM International Conference on World Wide Web}, Year = {2020}, Location = {Taipei, Taiwan}, Url = {http://umiacs.umd.edu/~jbg//docs/2020_www_delft.pdf}, } % 2019 @article{Wallace:Rodriguez:Feng:Yamada:Boyd-Graber-2019, Title = {Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples}, Author = {Eric Wallace and Pedro Rodriguez and Shi Feng and Ikuya Yamada and Jordan Boyd-Graber}, Booktitle = {Transactions of the Association for Computational Linguistics}, Year = {2019}, Volume = {10}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_tacl_trick.pdf}, } @article{Pruss:Fujinuma:Daughton:Paul:Arnot:Szafir:Boyd-Graber-2019, Author = {Dasha Pruss and Yoshinari Fujinuma and Ashlynn Daughton and Michael Paul and Brad Arnot and Danielle Szafir and Jordan Boyd-Graber}, Journal = {PlosOne}, Year = {2019}, Title = {Zika discourse in the Americas: A multilingual topic analysis of {Twitter}}, Url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0216922}, } @inproceedings{Feng:Boyd-Graber-2019, Title = {What AI can do for me: Evaluating Machine Learning Interpretations in Cooperative Play}, Author = {Shi Feng and Jordan Boyd-Graber}, Booktitle = {Intelligent User Interfaces}, Year = {2019}, Location = {Los Angeles, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_iui_augment.pdf}, } @inproceedings{Elgohary:Peskov:Boyd-Graber-2019, Title = {Can You Unpack That? Learning to Rewrite Questions-in-Context}, Author = {Ahmed Elgohary and Denis Peskov and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2019}, Location = {Hong Kong, China}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_emnlp_sequentialqa.pdf}, } @inproceedings{Yang:Boyd-Graber:Resnik-2019, Title = {A Multilingual Topic Model for Learning Weighted Topic Links Across Incomparable Corpora}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2019}, Location = {Hong Kong, China}, Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_emnlp_mtm.pdf}, } @inproceedings{Peskov:Barrow:Rodriguez:Neubig:Boyd-Graber-2019, Title = {Mitigating Noisy Inputs for Question Answering}, Author = {Denis Peskov and Joe Barrow and Pedro Rodriguez and Graham Neubig and Jordan Boyd-Graber}, Booktitle = {Conference of the International Speech Communication Association}, Year = {2019}, Location = {Graz, Austria}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_interspeech_asr}, } @inproceedings{Kumar:Smith:Findlater:Seppi:Boyd-Graber-2019, Author = {Varun Kumar and Alison Smith and Leah Findlater and Kevin Seppi and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2019}, Location = {Florence, Italy}, Title = {Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_control.pdf}, } @inproceedings{Wallace:Feng:Boyd-Graber-2019, Title = {Misleading Failures of Partial-input Baselines}, Author = {Eric Wallace and Shi Feng and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2019}, Location = {Florence, Italy}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_flipside.pdf}, } @inproceedings{Lund:Armstrong:Fearn:Cowley:Byun:Boyd-Graber:Seppi-2019, Title = {Automatic and Human Evaluation of Local Topic Quality}, Author = {Jeffrey Lund and Piper Armstrong and Wilson Fearn and Stephen Cowley and Courtni Byun and Jordan Boyd-Graber and Kevin Seppi}, Booktitle = {Association for Computational Linguistics}, Year = {2019}, Location = {Florence, Italy}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_local.pdf}, } @inproceedings{Zhang:Xu:Kawarabayashi:Jegelka:Boyd-Graber-2019, Author = {Mozhi Zhang and Keyulu Xu and Ken-ichi Kawarabayashi and Stefanie Jegelka and Jordan Boyd-Graber}, Title = {Are Girls Neko or Sh{\=o}jo? {C}ross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization}, Booktitle = {Association for Computational Linguistics}, Year = {2019}, Location = {Florence, Italy}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_clwe.pdf}, } @inproceedings{Fujinuma:Paul:Boyd-Graber-2019, Title = {A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity}, Author = {Yoshinari Fujinuma and Michael Paul and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2019}, Location = {Florence, Italy}, Url = {http://umiacs.umd.edu/~jbg//docs/2019_acl_modularity.pdf}, } % 2018 @inbook{Boyd-Graber:Feng:Rodriguez-2018, Editor = {Sergio Escalera and Markus Weimer}, Title = {Human-Computer Question Answering: The Case for Quizbowl}, Author = {Jordan Boyd-Graber and Shi Feng and Pedro Rodriguez}, Booktitle = {The NIPS '17 Competition: Building Intelligent Systems}, Publisher = {Springer Verlag}, Year = {2018}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_nips_qbcomp.pdf}, } @article{Gerow:Hu:Boyd-Graber:Blei:Evans-2018, Title = {Measuring Discursive Influence Across Scholarship}, Author = {Aaron Gerow and Yuening Hu and Jordan Boyd-Graber and David M. Blei and James A. Evans}, Journal = {Proceedings of the National Academies of Science}, Year = {2018}, } @inproceedings{Hao:Paul:Boyd-Graber-2018, Title = {Lessons from the Bible on Modern Topics: Multilingual Topic Model Evaluation on Low-Resource Languages}, Author = {Shudong Hao and Michael J. Paul and Jordan Boyd-Graber}, Booktitle = {North American Association for Computational Linguistics}, Year = {2018}, Location = {New Orleans, LA}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_naacl_mltm_eval.pdf}, } @inproceedings{Iyyer:Manjunatha:Boyd-Graber:Davis-2018, Title = {Learning to Color from Language}, Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Larry Davis}, Booktitle = {North American Association for Computational Linguistics}, Year = {2018}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_naacl_colorization.pdf}, } @inproceedings{Yuan:Van-Durme:Boyd-Graber-2018, Title = {Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages}, Author = {Michelle Yuan and Benjamin {Van Durme} and Jordan Boyd-Graber}, Booktitle = {Neural Information Processing Systems}, Year = {2018}, Location = {Montreal, Quebec}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_neurips_mtanchor.pdf}, } @inproceedings{Felt:Ringger:Seppi:Boyd-Graber-2018, Title = {Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types}, Author = {Paul Felt and Eric Ringger and Kevin Seppi and Jordan Boyd-Graber}, Booktitle = {International Conference on Computational Linguistics}, Year = {2018}, Location = {Santa Fe, New Mexico}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_coling_measurements.pdf}, } @inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2018, Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater}, Booktitle = {Intelligent User Interfaces}, Year = {2018}, Title = {User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_iui_itm.pdf}, } @inproceedings{Feng:Wallace:II:Rodriguez:Iyyer:Boyd-Graber-2018, Title = {Pathologies of Neural Models Make Interpretation Difficult}, Author = {Shi Feng and Eric Wallace and Alvin Grissom II and Pedro Rodriguez and Mohit Iyyer and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2018}, Location = {Brussels, Belgium}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_rs.pdf}, } @inproceedings{Elgohary:Zhao:Boyd-Graber-2018, Title = {Dataset and Baselines for Sequential Open-Domain Question Answering}, Author = {Ahmed Elgohary and Chen Zhao and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2018}, Location = {Brussels, Belgium}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_emnlp_linked.pdf}, } @inproceedings{Feng:Wallace:Boyd-Graber-2018, Title = {Interpreting Neural Networks with Nearest Neighbors}, Author = {Shi Feng and Eric Wallace and Jordan Boyd-Graber}, Booktitle = {EMNLP Workshop on BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP}, Year = {2018}, Location = {Brussels, Belgium}, Url = {http://aclweb.org/anthology/W18-5416}, } @inproceedings{Stewart:Vogler:Hu:Boyd-Graber:Neubig-2018, Title = {Automatic Estimation of Simultaneous Interpreter Performance}, Author = {Craig Stewart and Nikolai Vogler and Junjie Hu and Jordan Boyd-Graber and Graham Neubig}, Booktitle = {Association for Computational Linguistics}, Year = {2018}, Location = {Melbourne, Australia}, Url = {http://umiacs.umd.edu/~jbg//docs/2018_acl_interpeval.pdf}, } @inproceedings{Zhang:Fujinuma:Boyd-Graber-2018, Title = {Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification}, Author = {Mozhi Zhang and Yoshinari Fujinuma and Jordan Boyd-Graber}, Booktitle = {ACL Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing}, Year = {2018}, Location = {Melbourne, Australia}, } @inproceedings{Wallace:Boyd-Graber-2018, Title = {Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions}, Author = {Eric Wallace and Jordan Boyd-Graber}, Booktitle = {ACL Student Research Workshop}, Year = {2018}, Location = {Melbourne, Australia}, Url = {http://aclweb.org/anthology/P18-3018}, } % 2017 @article{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2017, Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater}, Journal = {Transactions of the Association for Computational Linguistics}, Year = {2017}, Title = {Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels}, Volume = {5}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_tacl_eval_tm_viz.pdf}, Pages = {1--15}, } @article{Boyd-Graber-2017, Author = {Jordan Boyd-Graber}, Journal = {The Bridge}, Year = {2017}, Title = {Humans and Computers Working Together to Measure Machine Learning Interpretability}, Volume = {47}, Pages = {6--10}, } @article{Lee:Smith:Seppi:Elmqvist:Boyd-Graber:Findlater-2017, Author = {Tak Yeon Lee and Alison Smith and Kevin Seppi and Niklas Elmqvist and Jordan Boyd-Graber and Leah Findlater}, Journal = {International Journal of Human-Computer Studies}, Year = {2017}, Title = {The Human Touch: How Non-expert Users Perceive, Interpret, and Fix Topic Models}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_ijhcs_human_touch.pdf}, } @inproceedings{Lu:Lund:Boyd-Graber-2017, Title = {Why ADAGRAD Fails for Online Topic Modeling}, Author = {You Lu and Jeff Lund and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_adagrad_olda.pdf}, Year = {2017}, Location = {Copenhagen, Denmark}, } @inproceedings{Nguyen:Boyd-Graber:Daume-III-2017, Title = {Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback}, Author = {Khanh Nguyen and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2017}, Location = {Copenhagen, Denmark}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_bandit_mt.pdf}, } @inproceedings{Yang:Boyd-Graber:Resnik-2017, Title = {Adapting Topic Models using Lexical Associations with Tree Priors}, Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2017}, Location = {Copenhagen, Denmark}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_emnlp_tree_prior.pdf}, } @inproceedings{Iyyer:Manjunatha:Guha:Vyas:Boyd-Graber:Daume-III:Davis-2017, Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives}, Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Larry Davis}, Booktitle = {Computer Vision and Pattern Recognition}, Year = {2017}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_cvpr_comics.pdf}, } @inproceedings{Smith:Kumar:Boyd-Graber:Seppi:Findlater-2017, Author = {Alison Smith and Varun Kumar and Jordan Boyd-Graber and Kevin Seppi and Leah Findlater}, Booktitle = {CHI 2017 Designing for Uncertainty Workshop}, Year = {2017}, Location = {Denver, CO}, Title = {Accounting for Input Uncertainty in Human-in-the-Loop Systems}, Url = {http://visualization.ischool.uw.edu/hci_uncertainty/papers/Paper11.pdf}, } @inproceedings{Lund:Cook:Seppi:Boyd-Graber-2017, Title = {Tandem Anchoring: A Multiword Anchor Approach for Interactive Topic Modeling}, Author = {Jeff Lund and Connor Cook and Kevin Seppi and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2017}, Location = {Vancouver, British Columbia}, Url = {http://umiacs.umd.edu/~jbg//docs/2017_acl_multiword_anchors.pdf}, } @book{Boyd-Graber:Hu:Mimno-2017, Editor = {Doug Oard}, Author = {Jordan Boyd-Graber and Yuening Hu and David Mimno}, Title = {Applications of Topic Models}, Publisher = {NOW Publishers}, Series = {Foundations and Trends in Information Retrieval}, Year = {2017}, Volume = {11}, Number = {2--3}, Url = {http://www.nowpublishers.com/article/Details/INR-030}, } % 2016 @inproceedings{Peterson:Boyd-Graber:Palmer:Kawahara-2016, Title = {Leveraging {V}erb{N}et to build Corpus-Specific Verb Clusters}, Author = {Daniel Peterson and Jordan Boyd-Graber and Martha Palmer and Daisuke Kawahara}, Booktitle = {Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics}, Year = {2016}, Location = {Berlin, Germany}, Url = {https://aclanthology.org/S16-2012/}, } @inproceedings{He:Boyd-Graber:Daume-III-2016, Title = {Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation}, Author = {He He and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {North American Association for Computational Linguistics}, Year = {2016}, Location = {San Diego, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_interpretese.pdf}, } @inproceedings{Iyyer:Guha:Chaturvedi:Boyd-Graber:Daume-III-2016, Title = {Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships}, Author = {Mohit Iyyer and Anupam Guha and Snigdha Chaturvedi and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {North American Association for Computational Linguistics}, Year = {2016}, Location = {San Diego, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_relationships.pdf}, } @inproceedings{Sultan:Boyd-Graber:Sumner-2016, Title = {Bayesian Supervised Domain Adaptation for Short Text Similarity}, Author = {Md Arafat Sultan and Jordan Boyd-Graber and Tamara Sumner}, Booktitle = {North American Association for Computational Linguistics}, Year = {2016}, Location = {San Diego, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_sts.pdf}, } @inproceedings{Guha:Iyyer:Boyd-Graber-2016, Title = {A Distorted Skull Lies in the Bottom Center: Identifying Paintings from Text Descriptions}, Author = {Anupam Guha and Mohit Iyyer and Jordan Boyd-Graber}, Booktitle = {NAACL Human-Computer Question Answering Workshop}, Year = {2016}, Location = {San Diego, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_naacl_paintings.pdf}, } @inproceedings{Yang:Boyd-Graber:Resnik-2016, Title = {Birds of a Feather in the Same Nest: A Discriminative Topic Model using Block-based Priors}, Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning}, Year = {2016}, Location = {Philadephia}, } @inproceedings{He:Boyd-Graber:Kwok:Daume-III-2016, Title = {Opponent Modeling in Deep Reinforcement Learning}, Author = {He He and Jordan Boyd-Graber and Kevin Kwok and Hal {Daum\'{e} III}}, Booktitle = {International Conference on Machine Learning}, Year = {2016}, Location = {New York, NY}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_icml_opponent.pdf}, } @inproceedings{Grissom-II:Orita:Boyd-Graber-2016, Title = {Incremental Prediction of Sentence-final Verbs}, Author = {Alvin {Grissom II} and Naho Orita and Jordan Boyd-Graber}, Booktitle = {Conference on Computational Natural Language Learning}, Year = {2016}, Location = {Berlin, Germany}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_conll_verbpred.pdf}, } @inproceedings{Smith:Lee:Poursabzi-Sangdeh:Boyd-Graber:Seppi:Elmqvist:Findlater-2016, Author = {Alison Smith and Tak Yeon Lee and Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Kevin Seppi and Niklas Elmqvist and Leah Findlater}, Booktitle = {CHI Human Centred Machine Learning Workshop}, Year = {2016}, Location = {San Jose, CA}, Title = {Human-Centered and Interactive: Expanding the Impact of Topic Models}, } @inbook{Klochikhin:Boyd-Graber-2016, Editor = {Julia Lane and Ian Foster and Rayid Ghani and Ron Jarmin and Frauke Kreuter}, Title = {Text Analysis}, Author = {Evgeny Klochikhin and Jordan Boyd-Graber}, Booktitle = {Big Data and Social Science Research: Theory and Practical Approaches}, Publisher = {Taylor Francis}, Year = {2016}, } @inproceedings{Amiri:Resnik:Boyd-Graber:Daume-III-2016, Title = {Learning Text Pair Similarity with Context-sensitive Autoencoders}, Author = {Hadi Amiri and Philip Resnik and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {Association for Computational Linguistics}, Year = {2016}, Location = {Berlin, Brandenburg}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_context_ae.pdf}, } @inproceedings{Poursabzi-Sangdeh:Boyd-Graber:Findlater:Seppi-2016, Title = {ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling}, Author = {Forough Poursabzi-Sangdeh and Jordan Boyd-Graber and Leah Findlater and Kevin Seppi}, Booktitle = {Association for Computational Linguistics}, Year = {2016}, Location = {Berlin, Brandenburg}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_doclabel.pdf}, } @inproceedings{Yang:Boyd-Graber:Resnik-2016, Title = {A Discriminative Topic Model using Document Network Structure}, Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Association for Computational Linguistics}, Year = {2016}, Location = {Berlin, Brandenburg}, Url = {http://umiacs.umd.edu/~jbg//docs/2016_acl_docblock.pdf}, } % 2015 @inproceedings{Guha:Iyyer:Bouman:Boyd-Graber-2015, Title = {Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers}, Author = {Anupam Guha and Mohit Iyyer and Danny Bouman and Jordan Boyd-Graber}, Booktitle = {North American Association for Computational Linguistics}, Year = {2015}, Location = {Denver, Colorado}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_qb_coref.pdf}, } @inproceedings{Nguyen:Boyd-Graber:Lund:Seppi:Ringger-2015, Title = {Is your anchor going up or down? {F}ast and accurate supervised topic models}, Author = {Thang Nguyen and Jordan Boyd-Graber and Jeff Lund and Kevin Seppi and Eric Ringger}, Booktitle = {North American Association for Computational Linguistics}, Year = {2015}, Location = {Denver, Colorado}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_naacl_supervised_anchor.pdf}, } @inproceedings{Boyd-Graber:Iyyer:He:Daume-III-2015, Title = {Interactive Incremental Question Answering}, Author = {Jordan Boyd-Graber and Mohit Iyyer and He He and Hal {Daum\'{e} III}}, Booktitle = {Neural Information Processing Systems}, Year = {2015}, Location = {Montreal, Canada}, } @inproceedings{Resnik:Armstrong:Claudino:Nguyen:Nguyen:Boyd-Graber-2015, Title = {Beyond {LDA}: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter}, Author = {Philip Resnik and William Armstrong and Leonardo Claudino and Thang Nguyen and Viet-An Nguyen and Jordan Boyd-Graber}, Booktitle = {NAACL Workshop on Cognitive Modeling and Computational Linguistics}, Year = {2015}, Location = {Denver, Colorado}, } @inproceedings{Poursabzi-Sangdeh:Boyd-Graber-2015, Title = {Speeding Document Annotation with Topic Models}, Author = {Forough Poursabzi-Sangdeh and Jordan Boyd-Graber}, Booktitle = {NAACL Student Research Workshop}, Year = {2015}, Location = {Denver, CO}, } @inproceedings{Bach:Huang:Boyd-Graber:Getoor-2015, Title = {Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs}, Author = {Stephen H. Bach and Bert Huang and Jordan Boyd-Graber and Lise Getoor}, Location = {Lille, France}, Booktitle = {International Conference on Machine Learning}, Year = {2015}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_icml_paired_dual.pdf}, } @inproceedings{He:Grissom-II:Boyd-Graber:Daume-III-2015, Title = {Syntax-based Rewriting for Simultaneous Machine Translation}, Author = {He He and Alvin {Grissom II} and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2015}, Location = {Lisbon, Portugal}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_rewrite.pdf}, } @inproceedings{Yang:Downey:Boyd-Graber-2015, Title = {Efficient Methods for Incorporating Knowledge into Topic Models}, Author = {Yi Yang and Doug Downey and Jordan Boyd-Graber}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2015}, Location = {Lisbon, Portugal}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_fast_priors.pdf}, } @inproceedings{Yang:Boyd-Graber:Resnik-2015, Title = {Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_emnlp_hinge_link.pdf}, Author = {Weiwei Yang and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2015}, Location = {Lisbon, Portugal}, } @inproceedings{Felt:Ringger:Boyd-Graber:Seppi-2015, Title = {Making the Most of Crowdsourced Document Annotations: Confused Supervised {LDA}}, Author = {Paul Felt and Eric Ringger and Jordan Boyd-Graber and Kevin Seppi}, Booktitle = {Conference on Computational Natural Language Learning}, Year = {2015}, Location = {Beijing, China}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_conll_cslda.pdf}, } @inproceedings{Nguyen:Boyd-Graber:Resnik:Miler-2015, Title = {Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Kristina Miler}, Booktitle = {Association for Computational Linguistics}, Year = {2015}, Location = {Beijing, China}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_teaparty.pdf}, } @inproceedings{Niculae:Kumar:Boyd-Graber:Danescu-Niculescu-Mizil-2015, Title = {Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game}, Author = {Vlad Niculae and Srijan Kumar and Jordan Boyd-Graber and Cristian Danescu-Niculescu-Mizil}, Booktitle = {Association for Computational Linguistics}, Year = {2015}, Location = {Beijing, China}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_diplomacy.pdf}, } @inproceedings{Iyyer:Manjunatha:Boyd-Graber:Daume-III-2015, Title = {Deep Unordered Composition Rivals Syntactic Methods for Text Classification}, Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {Association for Computational Linguistics}, Year = {2015}, Location = {Beijing, China}, Url = {http://umiacs.umd.edu/~jbg//docs/2015_acl_dan.pdf}, } % 2014 @article{Zhai:Boyd-Graber:Cohen-2014, Title = {Online Adaptor Grammars with Hybrid Inference}, Author = {Ke Zhai and Jordan Boyd-Graber and Shay B. Cohen}, Journal = {Transactions of the Association for Computational Linguistics}, Year = {2014}, Publisher = {Association for Computational Linguistics}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_tacl_ag_vb_online.pdf}, } @inproceedings{Glasgow:Fink:Boyd-Graber-2014, Title = {Our grief is unspeakable: Measuring the community impact of a tragedy}, Author = {Kimberly Glasgow and Clay Fink and Jordan Boyd-Graber}, Booktitle = {The International AAAI Conference on Weblogs and Social Media}, Year = {2014}, Location = {Ann Arbor}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_icwsm_grief.pdf}, } @inproceedings{Nguyen:Boyd-Graber:Resnik:Chang-2014, Title = {Learning a Concept Hierarchy from Multi-labeled Documents}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Jonathan Chang}, Booktitle = {Neural Information Processing Systems}, Year = {2014}, Location = {Montreal, Canada}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_nips_l2h.pdf}, } @inproceedings{Iyyer:Boyd-Graber:Daume-III-2014, Title = {Generating Sentences from Semantic Vector Space Representations}, Author = {Mohit Iyyer and Jordan Boyd-Graber and Hal {Daum\'{e} III}}, Booktitle = {NIPS Workshop on Learning Semantics}, Year = {2014}, Location = {Montreal, Canada}, } @inproceedings{Chuang:Wilkerson:Weiss:Tingley:Stewart:Roberts:Poursabzi-Sangdeh:Grimmer:Findlater:Boyd-Graber:Heer-2014, Title = {Computer-Assisted Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations}, Author = {Jason Chuang and John D. Wilkerson and Rebecca Weiss and Dustin Tingley and Brandon M. Stewart and Margaret E. Roberts and Forough Poursabzi-Sangdeh and Justin Grimmer and Leah Findlater and Jordan Boyd-Graber and Jeffrey Heer}, Booktitle = {NIPS Workshop on Human-Propelled Machine Learning}, Year = {2014}, Location = {Montreal, Canada}, } @article{Zhai:Boyd-Graber:Cohen-2014, Title = {Hybrid Online Inference with Adaptor Grammars}, Author = {Ke Zhai and Jordan Boyd-Graber and Shay B. Cohen}, Booktitle = {NIPS Workshop on Advances in Variational Inference}, Year = {2014}, } @article{Nguyen:Boyd-Graber:Resnik:Cai:Midberry:Wang-2014, Title = {Modeling Topic Control to Detect Influence in Conversations using Nonparametric Topic Models}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik and Deborah Cai and Jennifer Midberry and Yuanxin Wang}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_influencer.pdf}, Journal = {Machine Learning}, Year = {2014}, Volume = {95}, Pages = {381--421}, Publisher = {Springer}, } @article{Hu:Boyd-Graber:Satinoff:Smith-2014, Title = {Interactive Topic Modeling}, Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff and Alison Smith}, Journal = {Machine Learning}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_mlj_itm.pdf}, Year = {2014}, Volume = {95}, Pages = {423--469}, Publisher = {Springer}, } @inbook{Boyd-Graber:Mimno:Newman-2014, Author = {Jordan Boyd-Graber and David Mimno and David Newman}, Title = {Care and Feeding of Topic Models: Problems, Diagnostics, and Improvements}, Editor = {Edoardo M. Airoldi and David Blei and Elena A. Erosheva and Stephen E. Fienberg}, Booktitle = {Handbook of Mixed Membership Models and Their Applications}, Series = {CRC Handbooks of Modern Statistical Methods}, Address = {Boca Raton, Florida}, Publisher = {CRC Press}, Year = {2014}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_book_chapter_care_and_feeding.pdf}, } @inproceedings{Nguyen:Boyd-Graber:Resnik-2014, Title = {Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2014}, Location = {Doha, Qatar}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_howto_gibbs.pdf}, } @inproceedings{Grissom-II:He:Boyd-Graber:Morgan:Daume-III-2014, Title = {Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation}, Author = {Alvin {Grissom II} and He He and Jordan Boyd-Graber and John Morgan and Hal {Daum\'{e} III}}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2014}, Location = {Doha, Qatar}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_simtrans.pdf}, } @inproceedings{Iyyer:Boyd-Graber:Claudino:Socher:Daume-III-2014, Title = {A Neural Network for Factoid Question Answering over Paragraphs}, Author = {Mohit Iyyer and Jordan Boyd-Graber and Leonardo Claudino and Richard Socher and Hal {Daum\'{e} III}}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2014}, Location = {Doha, Qatar}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_emnlp_qb_rnn.pdf}, } @inproceedings{Hu:Zhai:Eidelman:Boyd-Graber-2014, Title = {Polylingual Tree-Based Topic Models for Translation Domain Adaptation}, Author = {Yuening Hu and Ke Zhai and Vlad Eidelman and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2014}, Location = {Baltimore, MD}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_ptlda_mt.pdf}, } @inproceedings{Iyyer:Enns:Boyd-Graber:Resnik-2014, Title = {Political Ideology Detection Using Recursive Neural Networks}, Author = {Mohit Iyyer and Peter Enns and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Association for Computational Linguistics}, Year = {2014}, Location = {Baltimore, MD}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_rnn_ideology.pdf}, } @inproceedings{Nguyen:Hu:Boyd-Graber-2014, Title = {Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms}, Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2014}, Location = {Baltimore, MD}, Url = {http://umiacs.umd.edu/~jbg//docs/2014_acl_anchor_reg.pdf}, } @inproceedings{Smith:Chuang:Hu:Boyd-Graber:Findlater-2014, Title = {Concurrent Visualization of Relationships between Words and Topics in Topic Models}, Author = {Alison Smith and Jason Chuang and Yuening Hu and Jordan Boyd-Graber and Leah Findlater}, Booktitle = {ACL Workshop on Workshop on Interactive Language Learning, Visualization, and Interfaces}, Year = {2014}, Location = {Baltimore, Maryland}, } @inproceedings{Orita:Feldman:Boyd-Graber-2014, Title = {Quantifying the role of discourse topicality in speakers' choices of referring expressions}, Author = {Naho Orita and Naomi Feldman and Jordan Boyd-Graber}, Booktitle = {ACL Workshop on Cognitive Modeling and Computational Linguistics}, Year = {2014}, Location = {Baltimore, Maryland}, } % 2013 @inproceedings{Orita:McKeown:Feldman:Lidz:Boyd-Graber-2013, Title = {Discovering Pronoun Categories using Discourse Information}, Author = {Naho Orita and Rebecca McKeown and Naomi H. Feldman and Jeffrey Lidz and Jordan Boyd-Graber}, Booktitle = {Proceedings of the Cognitive Science Society}, Year = {2013}, Location = {Berlin, Germany}, Url = {http://umiacs.umd.edu/~jbg//docs/2013_cogsci_pronoun.pdf}, } @inproceedings{Nguyen:Hu:Boyd-Graber:Resnik-2013, Title = {Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations}, Author = {Viet-An Nguyen and Yuening Hu and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {North American Association for Computational Linguistics}, Year = {2013}, Location = {Atlanta Georgia}, Url = {http://umiacs.umd.edu/~jbg//docs/2013_argviz.pdf}, } @inproceedings{Nguyen:Boyd-Graber:Resnik-2013, Url = {http://umiacs.umd.edu/~jbg//docs/2013_shlda.pdf}, Title = {Lexical and Hierarchical Topic Regression}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Neural Information Processing Systems}, Year = {2013}, Location = {Lake Tahoe, Nevada}, } @inproceedings{Hu:Boyd-Graber:Daume-III:Ying-2013, Url = {http://umiacs.umd.edu/~jbg//docs/2013_coalescent.pdf}, Title = {Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent}, Author = {Yuening Hu and Jordan Boyd-Graber and Hal {Daum\'{e} III} and Z. Irene Ying}, Booktitle = {Neural Information Processing Systems}, Year = {2013}, } @inproceedings{Nguyen:Boyd-Graber:Chang:Resnik-2013, Title = {Tree-Based Label Dependency Topic Models}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Jonathan Chang and Philip Resnik}, Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation}, Year = {2013}, Location = {Lake Tahoe, Nevada}, } @inproceedings{Hu:Zhai:Edelman:Boyd-Graber-2013, Title = {Topic Models for Translation Domain Adaptation}, Author = {Yuening Hu and Ke Zhai and Vlad Edelman and Jordan Boyd-Graber}, Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation}, Year = {2013}, Location = {Lake Tahoe, Nevada}, } @inproceedings{Nguyen:Hu:Boyd-Graber-2013, Title = {Evaluating Regularized Anchor Words}, Author = {Thang Nguyen and Yuening Hu and Jordan Boyd-Graber}, Booktitle = {NIPS Workshop on Topic Models: Computation, Application, and Evaluation}, Year = {2013}, Location = {Lake Tahoe, Nevada}, } @article{Nguyen:Boyd-Graber:Altschul-2013, Title = {Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein Space}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Stephen Altschul}, Journal = {Journal of Computational Biology}, Year = {2013}, Volume = {20}, Number = {1}, Url = {http://umiacs.umd.edu/~jbg//docs/2013_dp_protein.pdf}, } @inproceedings{Zhai:Boyd-Graber-2013, Title = {Online Topic Models with Infinite Vocabulary}, Author = {Ke Zhai and Jordan Boyd-Graber}, Booktitle = {International Conference on Machine Learning}, Year = {2013}, Url = {http://umiacs.umd.edu/~jbg//docs/2013_icml_infvoc.pdf}, } @inproceedings{Boyd-Graber:Glasgow:Zajac-2013, Title = {Spoiler Alert: Machine Learning Approaches to Detect Social Media Posts with Revelatory Information}, Author = {Jordan Boyd-Graber and Kimberly Glasgow and Jackie Sauter Zajac}, Booktitle = {ASIST 2013: The 76th Annual Meeting of the American Society for Information Science and Technology}, Year = {2013}, Location = {Montreal, Canada}, Url = {http://umiacs.umd.edu/~jbg//docs/2013_spoiler.pdf}, } % 2012 @inproceedings{Sayeed:Boyd-Graber:Rusk:Weinberg-2012, Title = {Grammatical structures for word-level sentiment detection}, Author = {Asad B. Sayeed and Jordan Boyd-Graber and Bryan Rusk and Amy Weinberg}, Booktitle = {North American Association for Computational Linguistics}, Year = {2012}, Location = {Montreal, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/srt_naacl_2012.pdf}, } @inproceedings{Nguyen:Boyd-Graber:Resnik-2012, Title = {``I Want to Talk About, Again, My Record On Energy~\dots'': Modeling Topic Control in Conversations using Speaker-centric Nonparametric Topic Models}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning}, Year = {2012}, } @inproceedings{Zhai:Boyd-Graber-2012, Title = {Online Topic Model with Infinite Vocabulary}, Author = {Ke Zhai and Jordan Boyd-Graber}, Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning}, Year = {2012}, } @inproceedings{Hu:Boyd-Graber-2012, Title = {Bayesian Hierarchical Clustering with Beta Coalescents}, Author = {Yuening Hu and Jordan Boyd-Graber}, Booktitle = {Mid-Atlantic Student Colloquium on Speech, Language, and Learning}, Year = {2012}, } @inproceedings{Hu:Zhai:Williamson:Boyd-Graber-2012, Title = {Modeling Images using Transformed {I}ndian Buffet Processes}, Author = {Yuening Hu and Ke Zhai and Sinead Williamson and Jordan Boyd-Graber}, Booktitle = {International Conference on Machine Learning}, Year = {2012}, Url = {http://umiacs.umd.edu/~jbg//docs/mtibp_icml_2012.pdf}, Location = {Edinburgh, Scotland}, } @inproceedings{Hu:Boyd-Graber-2012, Title = {Suggesting Constraints for Interactive Topic Modeling}, Author = {Yuening Hu and Jordan Boyd-Graber}, Booktitle = {ICML Workshop on Machine Learning in Human Computation and Crowdsourcing}, Year = {2012}, Location = {Edinburgh, Scotland}, } @inproceedings{Boyd-Graber:Satinoff:He:Daume-III-2012, Title = {Besting the Quiz Master: Crowdsourcing Incremental Classification Games}, Author = {Jordan Boyd-Graber and Brianna Satinoff and He He and Hal {Daum\'{e} III}}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2012}, Url = {http://umiacs.umd.edu/~jbg//docs/qb_emnlp_2012.pdf}, Location = {Jeju, South Korea}, } @inproceedings{Nguyen:Boyd-Graber:Resnik-2012, Title = {{SITS}: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations}, Author = {Viet-An Nguyen and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Association for Computational Linguistics}, Year = {2012}, Location = {Jeju, South Korea}, Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_sits.pdf}, } @inproceedings{Eidelman:Boyd-Graber:Resnik-2012, Title = {Topic Models for Dynamic Translation Model Adaptation}, Author = {Vladimir Eidelman and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Association for Computational Linguistics}, Year = {2012}, Location = {Jeju, South Korea}, Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_tm_for_mt.pdf}, } @inproceedings{Hu:Boyd-Graber-2012, Title = {Efficient Tree-Based Topic Modeling}, Author = {Yuening Hu and Jordan Boyd-Graber}, Booktitle = {Association for Computational Linguistics}, Year = {2012}, Location = {Jeju, South Korea}, Url = {http://umiacs.umd.edu/~jbg//docs/acl_2012_fttm.pdf}, } @inproceedings{Zhai:Boyd-Graber:Asadi:Alkhouja-2012, Title = {{Mr. LDA}: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce}, Url = {http://umiacs.umd.edu/~jbg//docs/2012_www_mrlda.pdf}, Author = {Ke Zhai and Jordan Boyd-Graber and Nima Asadi and Mohamad Alkhouja}, Booktitle = {ACM International Conference on World Wide Web}, Year = {2012}, Location = {Lyon, France}, } % 2011 @inproceedings{Fleischmann:Templeton:Boyd-Graber-2011, Title = {Modeling Diverse Standpoints in Text Classification: Learning to Be Human by Modeling Human Values}, Author = {Kenneth R. Fleischmann and Clay Templeton and Jordan Boyd-Graber}, Booktitle = {iConference}, Year = {2011}, Location = {Seattle, Washington}, Url = {http://umiacs.umd.edu/~jbg//docs/iconference-2011-learning.pdf}, } @inproceedings{Templeton:Fleischmann:Boyd-Graber-2011, Title = {Comparing Values and Sentiment Using Mechanical Turk}, Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber}, Booktitle = {iConference}, Year = {2011}, Location = {Seattle, Washington}, Url = {http://umiacs.umd.edu/~jbg//docs/iconference-2011-comparing.pdf}, } @inproceedings{Satinoff:Boyd-Graber-2011, Title = {Trivial Classification: What features do humans use for classification?}, Author = {Brianna Satinoff and Jordan Boyd-Graber}, Booktitle = {Workshop on Crowdsourcing Technologies for Language and Cognition Studies}, Year = {2011}, Location = {Boulder, CO}, } @inproceedings{Anand:King:Boyd-Graber:Wagner:Martell:Oard:Resnik-2011, Title = {Believe Me: We Can Do This!}, Author = {Pranav Anand and Joseph King and Jordan Boyd-Graber and Earl Wagner and Craig Martell and Douglas W. Oard and Philip Resnik}, Booktitle = {The AAAI 2011 workshop on Computational Models of Natural Argument}, Year = {2011}, Location = {San Francisco, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/persuasion.pdf}, } @inproceedings{Boyd-Graber-2011, Title = {Linguistic Resource Creation in a Web 2.0 World}, Author = {Jordan Boyd-Graber}, Booktitle = {NSF Workshop on Collaborative Annotation}, Year = {2011}, Location = {New York, New York}, Url = {http://umiacs.umd.edu/~jbg//docs/2011_resources.pdf}, } @inbook{Nikolova:Boyd-Graber:Fellbaum-2011, Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum}, Title = {Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools}, Editor = {Angelika Storrer}, Booktitle = {Modeling, Learning and Processing of Text Technological Data Structures}, Series = {Studies in Computational Intelligence}, Address = {Heidelberg}, Url = {http://umiacs.umd.edu/~jbg//docs/2011_book_chapter_evocation.pdf}, Publisher = {Springer Verlag}, Year = {2011}, } @inproceedings{Templeton:Fleischmann:Boyd-Graber-2011, Title = {Simulating Audiences: Automating Analysis of Values, Attitudes, and Sentiment}, Author = {Clay Templeton and Kenneth R. Fleischmann and Jordan Boyd-Graber}, Booktitle = {IEEE International Conference on Social Computing}, Year = {2011}, Location = {Cambridge, MA}, Url = {http://umiacs.umd.edu/~jbg//docs/simulating_audiences.pdf}, } @inproceedings{Templeton:Brown:Battacharyya:Boyd-Graber-2011, Title = {Mining the Dispatch under Supervision: Using Casualty Counts to Guide Topics from the Richmond Daily Dispatch Corpus}, Author = {Clay Templeton and Travis Brown and Sayan Battacharyya and Jordan Boyd-Graber}, Booktitle = {Chicago Colloquium on Digital Humanities and Computer Science}, Year = {2011}, Location = {Chicago, IL}, Url = {http://umiacs.umd.edu/~jbg//docs/slda_civil_war.pdf}, } @inproceedings{Hu:Boyd-Graber:Satinoff-2011, Title = {Interactive Topic Modeling}, Author = {Yuening Hu and Jordan Boyd-Graber and Brianna Satinoff}, Booktitle = {Association for Computational Linguistics}, Year = {2011}, Location = {Portland, Oregon}, Url = {http://umiacs.umd.edu/~jbg//docs/itm.pdf}, } % 2010 @inproceedings{Hardisty:Boyd-Graber:Resnik-2010, Title = {Modeling Perspective using Adaptor Grammars}, Author = {Eric Hardisty and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2010}, Location = {Cambridge, MA}, Url = {http://umiacs.umd.edu/~jbg//docs/adapted_naive_bayes.pdf}, } @inproceedings{Boyd-Graber:Resnik-2010, Title = {Holistic Sentiment Analysis Across Languages: Multilingual Supervised Latent Dirichlet Allocation}, Author = {Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2010}, Location = {Cambridge, MA}, Url = {http://umiacs.umd.edu/~jbg//docs/jbg-mlslda-2010.pdf}, } @inproceedings{Madnani:Boyd-Graber:Resnik-2010, Title = {Measuring Transitivity Using Untrained Annotators}, Author = {Nitin Madnani and Jordan Boyd-Graber and Philip Resnik}, Booktitle = {Creating Speech and Language Data With Amazon's Mechanical Turk}, Year = {2010}, Location = {Los Angeles, CA}, Url = {http://umiacs.umd.edu/~jbg//docs/madnani-boyd-graber-turk-workshop.pdf}, } @phdthesis{Boyd-Graber-2010, Title = {Linguistic Extensions of Topic Models}, Author = {Jordan Boyd-Graber}, School = {Princeton University}, Year = {2010}, Url = {http://umiacs.umd.edu/~jbg//docs/2010_jbg_thesis.pdf}, } % 2009 @inproceedings{Boyd-Graber:Blei-2009, Title = {Multilingual Topic Models for Unaligned Text}, Author = {Jordan Boyd-Graber and David M. Blei}, Booktitle = {Uncertainty in Artificial Intelligence}, Year = {2009}, Location = {Montreal, Quebec}, Url = {http://umiacs.umd.edu/~jbg//docs/uai2009.pdf}, } @inproceedings{Nikolova:Boyd-Graber:Cook-2009, Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Perry Cook}, Title = {The Design of ViVA: A Mixed-initiative Visual Vocabulary for Aphasia}, Booktitle = {Proceedings of the 27th international conference extended abstracts on Human factors in computing systems}, Url = {http://umiacs.umd.edu/~jbg//docs/viva.pdf}, Year = {2009}, Isbn = {978-1-60558-247-4}, Pages = {4015--4020}, Location = {Boston, MA, USA}, Publisher = {ACM}, Address = {New York, NY, USA}, } @inproceedings{Chang:Boyd-Graber:Wang:Gerrish:Blei-2009, Title = {Reading Tea Leaves: How Humans Interpret Topic Models}, Author = {Jonathan Chang and Jordan Boyd-Graber and Chong Wang and Sean Gerrish and David M. Blei}, Booktitle = {Neural Information Processing Systems}, Year = {2009}, Location = {Vancouver, BC}, Url = {http://umiacs.umd.edu/~jbg//docs/nips2009-rtl.pdf}, } @inproceedings{Chang:Boyd-Graber:Blei-2009, Title = {Connections between the Lines: Augmenting Social Networks with Text}, Url = {http://umiacs.umd.edu/~jbg//docs/kdd2009.pdf}, Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei}, Booktitle = {Knowledge Discovery and Data Mining}, Year = {2009}, Location = {Paris, France}, } @inproceedings{Ma:Boyd-Graber:Nikolova:Cook-2009, Title = {Speaking Through Pictures: Images vs. Icons}, Author = {Xiaojuan Ma and Jordan Boyd-Graber and Sonya S. Nikolova and Perry Cook}, Booktitle = {ACM Conference on Computers and Accessibility}, Year = {2009}, Location = {Pittsburgh, PA}, Url = {http://umiacs.umd.edu/~jbg//docs/image_icon.pdf}, } @inproceedings{Nikolova:Boyd-Graber:Fellbaum:Cook-2009, Author = {Sonya S. Nikolova and Jordan Boyd-Graber and Christiane Fellbaum and Perry Cook}, Title = {Better Vocabularies for Assistive Communication Aids: Connecting Terms using Semantic Networks and Untrained Annotators}, Booktitle = {ACM Conference on Computers and Accessibility}, Year = {2009}, Location = {Pittsburgh, PA}, Url = {http://umiacs.umd.edu/~jbg//docs/evocation-viva.pdf}, } % 2008 @inproceedings{Boyd-Graber:Blei-2008, Title = {Syntactic Topic Models}, Author = {Jordan Boyd-Graber and David M. Blei}, Booktitle = {Neural Information Processing Systems}, Year = {2008}, Location = {Vancouver, British Columbia}, Url = {http://umiacs.umd.edu/~jbg//docs/nips2008.pdf}, } @inproceedings{Boyd-Graber:Blei-2008, Title = {Multilingual Topic Models}, Author = {Jordan Boyd-Graber and David M. Blei}, Booktitle = {NIPS Workshop on Unsupervised Latent Variable Models}, Year = {2008}, Location = {Whistler, Canada}, } @inproceedings{Chang:Boyd-Graber:Blei-2008, Title = {Discovering social networks from free text}, Author = {Jonathan Chang and Jordan Boyd-Graber and David M. Blei}, Booktitle = {3rd Annual Machine Learning Symposium}, Year = {2008}, Location = {New York, New York}, } % 2007 @inproceedings{Boyd-Graber:Blei:Zhu-2007, Title = {A Topic Model for Word Sense Disambiguation}, Author = {Jordan Boyd-Graber and David M. Blei and Xiaojin Zhu}, Booktitle = {Empirical Methods in Natural Language Processing}, Year = {2007}, Location = {Prague, Czech Republic}, Url = {http://umiacs.umd.edu/~jbg//docs/jbg-EMNLP07.pdf}, } @inproceedings{Boyd-Graber:Blei-2007, Title = {{PUTOP}: {T}urning Predominant Senses into a Topic Model for {WSD}}, Author = {Jordan Boyd-Graber and David M. Blei}, Booktitle = {4th International Workshop on Semantic Evaluations}, Year = {2007}, Location = {Prague, Czech Republic}, Url = {http://umiacs.umd.edu/~jbg//docs/jbg-SEMEVAL07.pdf}, } % 2006 @inproceedings{Boyd-Graber:Fellbaum:Osherson:Schapire-2006, Title = {Adding Dense, Weighted, Connections to {WordNet}}, Author = {Jordan Boyd-Graber and Christiane Fellbaum and Daniel Osherson and Robert Schapire}, Booktitle = {Proceedings of the Global {WordNet} Conference}, Year = {2006}, Location = {Jeju, South Korea}, Url = {http://umiacs.umd.edu/~jbg//docs/jbg-jeju.pdf}, } @inproceedings{Boyd-Graber:Nikolova:Moffatt:Kin:Lee:Mackey:Tremaine:Klawe-2006, Title = {Participatory design with proxies: {D}eveloping a desktop-{PDA} system to support people with aphasia}, Author = {Jordan Boyd-Graber and Sonya S. Nikolova and Karyn A. Moffatt and Kenrick C. Kin and Joshua Y. Lee and Lester W. Mackey and Marilyn M. Tremaine and Maria M. Klawe}, Booktitle = {Computer-Human Interaction}, Year = {2006}, Location = {Montreal, Quebec}, Url = {http://umiacs.umd.edu/~jbg//docs/paper673-boyd-graber.pdf}, } % 2003 @article{Geyken:Boyd-Graber-2003, Title = {Automatic classification of multi-word expressions in print dictionaries}, Author = {Alexander Geyken and Jordan Boyd-Graber}, Journal = {Linguisticae Investigationes}, Volume = {26}, Number = {2}, Year = {2003}, Url = {http://umiacs.umd.edu/~jbg//docs/idioms.pdf}, }