Publications

2020

S. Kulshreshtha J.L. Redondo-García C.Y. Chang Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study. SigTYP, EMNLP 2020.

@inproceedings{kulshreshtha2020cross, title={Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study}, author={Kulshreshtha, Saurabh and Garcia, Jose Luis Redondo and Chang, Ching Yun}, booktitle={Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings}, pages={933--942}, year={2020}}

S. Prasanna A. Rogers A. Rumshisky When BERT Plays the Lottery, All Tickets Are Winning. Proceedings of EMNLP 2020.

@article{prasanna2020bert, title={When BERT Plays the Lottery, All Tickets Are Winning}, author={Prasanna, Sai and Rogers, Anna and Rumshisky, Anna}, journal={arXiv preprint arXiv:2005.00561}, year={2020} }

A. Rogers O. Kovaleva M. Downey A. Rumshisky Getting Closer to AI-complete Question Answering: A Set of Prerequisite Real Tasks. Proceedings of AAAI 2020.

@inproceedings{rogers2020getting, title={Getting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks}, author={Rogers, A and Kovaleva, O and Downey, M and Rumshisky, A}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, year={2020} }

A. Rogers O.Kovaleva A.Rumshisky A Primer in BERTology: What We Know about How BERT Works. Accepted to TACL 2020.

@article{rogers2020primer, title={A primer in bertology: What we know about how bert works}, author={Rogers, Anna and Kovaleva, Olga and Rumshisky, Anna}, journal={arXiv preprint arXiv:2002.12327}, year={2020} }

W. Boag O. Kovaleva T. McCoy A. Rumshisky P. Szolovits R. Perlis Hard for Humans, Hard for Machines: Predicting Readmission after Psychiatric Hospitalization Using Narrative Notes. Translational Psychiatry.
O. Kovaleva C. Shivade S. Kashyap K. Kanjaria A. Coy D. Ballah J. Wu Y. Guo A. Karargyris D. Beymer A. Rumshisky V. Mukherjee Towards Visual Dialog for Radiology. BioNLP, ACL 2020.

@inproceedings{kovaleva2020towards, title={Towards Visual Dialog for Radiology}, author={Kovaleva, Olga and Shivade, Chaitanya and Kashyap, Satyananda and Kanjaria, Karina and Wu, Joy and Ballah, Deddeh and Coy, Adam and Karargyris, Alexandros and Guo, Yufan and Beymer, David Beymer and others}, booktitle={Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing}, pages={60--69}, year={2020} }

2019

O. Kovaleva A. Romanov A. Rogers A. Rumshisky Revealing the Dark Secrets of BERT. Proceedings of EMNLP 2019. Hong Kong, China.

@inproceedings{kovaleva2019revealing, title={Revealing the Dark Secrets of BERT}, author={Kovaleva, Olga and Romanov, Alexey and Rogers, Anna and Rumshisky, Anna}, booktitle={Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)}, pages={4356–4365}, year={2019} }

M. De-Arteaga A. Romanov H. Wallach J. Chayes C. Borgs A. Chouldechova S. Geyik K. Kenthapadi A. Kalai What's in a Name? Reducing Bias in Bios without Access to Protected Attributes. Proceedings of NAACL-HLT 2019. Minneapolis, MN.

@inproceedings{romanov2019s, title={What's in a Name? Reducing Bias in Bios without Access to Protected Attributes}, author={Romanov, Alexey and De-Arteaga, Maria and Wallach, Hanna and Chayes, Jennifer and Borgs, Christian and Chouldechova, Alexandra and Geyik, Sahin and Kenthapadi, Krishnaram and Rumshisky, Anna and Kalai, Adam}, booktitle={Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)}, pages={4187–4195}, year={2019} }

A. Romanov A. Rumshisky A. Rogers D. Donahue Adversarial Decomposition of Text Representation. Proceedings of NAACL-HLT 2019. Minneapolis, MN.

@inproceedings{romanov2019adversarial, title={Adversarial Decomposition of Text Representation}, author={Romanov, Alexey and Rumshisky, Anna and Rogers, Anna and Donahue, David}, booktitle={Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)}, pages={815–825}, year={2019} }

A.Rogers O.Kovaleva A. Rumshisky Calls to Action on Social Media: Potential for Censorship and Social Impact. 2nd Workshop on NLP for Internet Freedom (NLP4IF): Censorship, Disinformation, and Propaganda. Nov 3-4, 2019. Hong Kong, China.

@article{rogers2019calls, title={Calls to Action on Social Media: Potential for Censorship and Social Impact}, author={Rogers, Anna and Kovaleva, Olga and Rumshisky, Anna}, journal={EMNLP-IJCNLP 2019}, pages={36}, year={2019} }

Y.-F. Luo W. Sun A. Rumshisky A Hybrid Normalization Method for Medical Concepts in Clinical Narrative Using Semantic Matching. Proceedings of AMIA Informatics Summit 2019. San Fransisco, CA.

@article{luo2019hybrid, title={A Hybrid Normalization Method for Medical Concepts in Clinical Narrative using Semantic Matching}, author={Luo, Yen-Fu and Sun, Weiyi and Rumshisky, Anna}, journal={AMIA Summits on Translational Science Proceedings}, volume={2019}, pages={732}, year={2019}, publisher={American Medical Informatics Association} }

Y.-F. Luo W. Sun A. Rumshisky MCN: A Comprehensive Corpus for Medical Concept Normalization. Journal of biomedical informatics. 2019 Feb 22.

@article{luo2019mcn, title={MCN: A Comprehensive Corpus for Medical Concept Normalization}, author={Luo, Yen-Fu and Sun, Weiyi and Rumshisky, Anna}, journal={Journal of biomedical informatics}, pages={103132}, year={2019}, publisher={Elsevier} }

2018

Y. Meng A. Rumshisky Context-Aware Neural Model for Temporal Information Extraction. Proceedings of ACL 2018. Melbourne, Australia.

@inproceedings{meng2018context, title={Context-Aware Neural Model for Temporal Information Extraction}, author={Meng, Yuanliang and Rumshisky, Anna}, booktitle={Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, volume={1}, pages={527--536}, year={2018} }

O. Kovaleva A. Romanov A. Rumshisky Similarity-Based Reconstruction Loss for Meaning Representation. (short paper). Proceedings of EMNLP 2018. Brussels, Belgium.

@inproceedings{kovaleva2018similarity, title={Similarity-Based Reconstruction Loss for Meaning Representation}, author={Kovaleva, Olga and Rumshisky, Anna and Romanov, Alexey}, booktitle={Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing}, pages={4875–4880}, year={2018} }

Y. Meng A. Rumshisky Triad-based Neural Network for Coreference Resolution. Proceedings of COLING 2018. Santa Fe, New Mexico.

@article{meng_triad-based_2018, author = “Meng, Yuanliang and Rumshisky, Anna”, title = “Triad-based {Neural} {Network} for {Coreference} {Resolution}", language = “en”, journal = “Proceedings of COLING”, year = “2018”, pages = “9” }

A. Rogers S. Ananthakrishna A. Rumshisky What's in Your Embedding, And How It Predicts Task Performance. Proceedings of COLING 2018. Santa Fe, New Mexico.

@article{rogers_whats_2018, author = “Rogers, Anna and Ananthakrishna, Shashwath Hosur and Rumshisky, Anna”, title = “What's in {Your} {Embedding}, {And} {How} {It} {Predicts} {Task} {Performance}", language = “en”, journal = “Proceedings of COLING”, year = “2018”, pages = “14” }

A. Rogers A. Romanov A. Rumshisky S. Volkova M. Gronas A. Gribov RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian. Proceedings of COLING 2018. Santa Fe, New Mexico.

@inproceedings{rogers2018rusentiment, title={RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian}, author={Rogers, Anna and Romanov, Alexey and Rumshisky, Anna and Volkova, Svitlana and Gronas, Mikhail and Gribov, Alex}, booktitle={Proceedings of the 27th International Conference on Computational Linguistics}, pages={755–763}, year={2018} }

Y. Meng A.Rumshisky F.Sullivan K.Keith Automatic Labeling of Problem-Solving Dialogues: an Example of Computational Microgenetic Analytics. Proceedings of LREC 2018. Miyazaki, Japan.

@inproceedings{meng2018automatic, title={Automatic labeling of problem-solving dialogues for computational microgenetic learning analytics}, author={Meng, Yuanliang and Rumshisky, Anna and Sullivan, Florence}, booktitle={Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)}, year={2018} }

P. Potash A. Romanov A. Rumshisky Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting. Proceedings of the Second Workshop on Stylistic Variation, Association for Computational Linguistics. 2nd Workshop on Stylistic Variation, NAACL 2018. New Orleans, USA.

@inproceedings{potash_evaluating_2018, author = “Potash, Peter and Romanov, Alexey and Rumshisky, Anna”, address = “New Orleans”, title = “Evaluating {Creative} {Language} {Generation}: {The} {Case} of {Rap} {Lyric} {Ghostwriting}", booktitle = “Proceedings of the {Second} {Workshop} on {Stylistic} {Variation}", publisher = “Association for Computational Linguistics”, year = “2018”, pages = “29--38” }

Y.-F. Luo W. Sun A.Rumshisky A Hybrid Method for Normalization of Medical Concepts in Clinical Narrative. IEEE International Conference on Health Informatics and Health Information Technology 2018. Jun 4-7 2018. New York City, NY.

@inproceedings{luo2018hybrid, title={A Hybrid Method for Normalization of Medical Concepts in Clinical Narrative}, author={Luo, Yen-Fu and Sun, Weiyi and Rumshisky, Anna}, booktitle={2018 IEEE International Conference on Healthcare Informatics (ICHI)}, pages={392–393}, year={2018}, organization={IEEE} }

2017

Y. Meng A. Rumshisky A. Romanov Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture. Proceedings of EMNLP 2017. Copenhagen, Denmark.

@inproceedings{meng_temporal_2017, author = “Meng, Yuanliang and Rumshisky, Anna and Romanov, Alexey”, address = “Copenhagen, Denmark”, title = “Temporal {Information} {Extraction} for {Question} {Answering} {Using} {Syntactic} {Dependencies} in an {LSTM}-based {Architecture}", booktitle = “Proceedings of the 2017 {Conference} on {Empirical} {Methods} in {Natural} {Language} {Processing}", publisher = “Association for Computational Linguistics”, year = “2017”, pages = “887–896” }

P. Potash A. Rumshisky Towards Debate Automation: a Recurrent Model for Predicting Debate Winners. Proceedings of EMNLP 2017. Copenhagen, Denmark.

@inproceedings{potash_towards_2017, author = “Potash, Peter and Rumshisky, Anna”, address = “Copenhagen, Denmark”, title = “Towards {Debate} {Automation}: a {Recurrent} {Model} for {Predicting} {Debate} {Winners}", booktitle = “Proceedings of the 2017 {Conference} on {Empirical} {Methods} in {Natural} {Language} {Processing}", publisher = “Association for Computational Linguistics”, year = “2017”, pages = “2465–2475” }

P. Potash A. Romanov A. Rumshisky Here's My Point: Joint Pointer Architecture for Argument Mining. Proceedings of EMNLP 2017. Copenhagen, Denmark.

@inproceedings{potash2017here, title={Here's My Point: Joint Pointer Architecture for Argument Mining}, author={Potash, Peter and Romanov, Alexey and Rumshisky, Anna}, booktitle={Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing}, pages={1364–1373}, year={2017} }

P. Potash R. Bhattacharya A. Rumshisky Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness. Proceedings of IJCNLP 2017. Taipei, Taiwan.

@inproceedings{potash_length_2017, author = “Potash, Peter and Bhattacharya, Robin and Rumshisky, Anna”, address = “Taipei, Taiwan”, title = “Length, {Interchangeability}, and {External} {Knowledge}: {Observations} from {Predicting} {Argument} {Convincingness}", booktitle = “Proceedings of the {Eighth} {International} {Joint} {Conference} on {Natural} {Language} {Processing} ({Volume} 1: {Long} {Papers})", publisher = “Asian Federation of Natural Language Processing”, year = “2017”, pages = “342–351” }

A. Rumshisky M. Gronas P. Potash M. Dubov A. Romanov S. Kulshreshtha A. Gribov Combining Network and Language Indicators for Tracking Conflict Intensity. Proceedings of SocInfo 2017. Oxford, United Kingdom.

@inproceedings{rumshisky_combining_2017, author = “Rumshisky, Anna and Gronas, Mikhail and Potash, Peter and Dubov, Mikhail and Romanov, Alexey and Kulshreshtha, Saurabh and Gribov, Alex”, editor = “Ciampaglia, Giovanni Luca and Mashhadi, Afra and Yasseri, Taha”, address = “Cham”, title = “Combining {Network} and {Language} {Indicators} for {Tracking} {Conflict} {Intensity}", isbn = “978-3-319-67256-4”, booktitle = “Social {Informatics}", publisher = “Springer International Publishing”, year = “2017”, pages = “391–404” }

A. Romanov A. Rumshisky Forced to Learn: Discovering Disentangled Representations Without Exhaustive Labels. (3-page abstract). ICLR (Workshop Track) 2017. Toulon, France.

@article{romanov_forced_2017, author = “Romanov, Alexey and Rumshisky, Anna”, title = “Forced to {Learn}: {Discovering} {Disentangled} {Representations} {Without} {Exhaustive} {Labels}", shorttitle = “Forced to {Learn}", journal = “ICLR”, month = “May”, year = “2017” }

W. Boag E. Sergeeva S. Kulshreshtha P. Szolovits A. Rumshisky T. Naumann CliNER 2.0: Accessible and Accurate Clinical Concept Extraction. ML4H: Machine learning for Health Workshop at NIPS 2017. Long Beach, CA.

@article{boag2018cliner, title={CliNER 2.0: Accessible and Accurate Clinical Concept Extraction}, author={Boag, Willie and Sergeeva, Elena and Kulshreshtha, Saurabh and Szolovits, Peter and Rumshisky, Anna and Naumann, Tristan}, year={2018} }

P. Potash A. Romanov A. Rumshisky SemEval-2017 Task 6: HashtagWars: Learning a Sense of Humor. The 11th International Workshop on Semantic Evaluation (SemEval-2017). ACL 2017. Aug 3-4 2017. Vancouver, Canada.

@inproceedings{potash_semeval-2017_2017, author = “Potash, Peter and Romanov, Alexey and Rumshisky, Anna”, address = “Vancouver, Canada”, title = “{SemEval}-2017 {Task} 6: \#{HashtagWars}: {Learning} a {Sense} of {Humor}", doi = “10.18653/v1/S17-2004”, booktitle = “Proceedings of the 11th {International} {Workshop} on {Semantic} {Evaluation} ({SemEval}-2017)", publisher = “Association for Computational Linguistics”, year = “2017”, pages = “49–57” }

D. Donahue A. Romanov A. Rumshisky HumorHawk at SemEval-2017 Task 6: Mixing Meaning and Sound for Humor Recognition. The 11th International Workshop on Semantic Evaluation (SemEval-2017). ACL 2017. Aug 3-4, 2017. Vancouver, Canada.

@inproceedings{donahue_humorhawk_2017, author = “Donahue, David and Romanov, Alexey and Rumshisky, Anna”, address = “Vancouver, Canada”, title = “{HumorHawk} at {SemEval}-2017 {Task} 6: {Mixing} {Meaning} and {Sound} for {Humor} {Recognition}", doi = “10.18653/v1/S17-2010”, booktitle = “Proceedings of the 11th {International} {Workshop} on {Semantic} {Evaluation} ({SemEval}-2017)", publisher = “Association for Computational Linguistics”, year = “2017”, pages = “98–102” }

P. Potash A. Romanov M. Gronas A. Rumshisky M. Gronas Tracking Bias in News Sources Using Social Media: the Russia-Ukraine Maidan Crisis of 2013-2014. EMNLP 2017 Workshop "NLP Meets Journalism". Copenhagen, Denmark.

@inproceedings{potash_tracking_2017, author = “Potash, Peter and Romanov, Alexey and Gronas, Mikhail and Rumshisky, Anna and Gronas, Mikhail”, address = “Copenhagen, Denmark”, title = “Tracking {Bias} in {News} {Sources} {Using} {Social} {Media}: the {Russia}-{Ukraine} {Maidan} {Crisis} of 2013–2014”, booktitle = “Proceedings of the 2017 {EMNLP} {Workshop}: {Natural} {Language} {Processing} meets {Journalism}", publisher = “Association for Computational Linguistics”, year = “2017”, pages = “13–18” }

M. Gronas A. Rumshisky A. Romanov Clouds, Rivers, and Mountains of Knowledge: Visualizing the History of Knowledge in Large Historical Datasets. The 49th Annual Convention of the Association for Slavic, Eastern European, and Eurasian studies (ASEEES 2017). Chicago, IL.

2016

W. Boag R. Campos K. Saenko A. Rumshisky MUTT: Metric Unit TesTing for Language Generation Tasks. ACL 2016. Berlin, Germany.

@inproceedings{william_boag_mutt:_2016, author = “{William Boag} and {Renan Campos} and {Kate Saenko} and {Anna Rumshisky}", address = “Berlin, Germany”, title = “{MUTT}: {Metric} {Unit} {TesTing} for {Language} {Generation} {Tasks}", doi = “10.18653/v1/P16-1182”, booktitle = “Proceedings of the 54th {Annual} {Meeting} of the {Association} for {Computational} {Linguistics} ({Volume} 1: {Long} {Papers})", publisher = “Association for Computational Linguistics”, year = “2016”, pages = “1935–1943” }

P. Potash W. Boag A. Romanov V. Ramanishka A. Rumshisky SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity. The 10th International Workshop on Semantic Evaluation (SemEval-2016). NAACL HLT 2016. Jun 16-17, 2016. San Diego, California.

@inproceedings{potash2016simihawk, title={Simihawk at semeval-2016 task 1: A deep ensemble system for semantic textual similarity}, author={Potash, Peter and Boag, William and Romanov, Alexey and Ramanishka, Vasili and Rumshisky, Anna}, booktitle={Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)}, pages={741–748}, year={2016} }

P. Potash A. Rumshisky Recommender System Incorporating User Personality Profile through Analysis of Written Reviews. Proceedings of the EMPIRE workshop at the ACM Conference on Recommender Systems (RecSys 2016). Boston, MA.

@article{potash_recommender_2016, author = “Potash, Peter and Rumshisky, Anna”, title = “Recommender System Incorporating User Personality Profile through Analysis of Written Reviews”, language = “en”, journal = “Proceedings of EMPIRE workshop at the ACM Conference on Recommender Systems”, year = “2016”, pages = “7” }

Y.-F. Luo A. Rumshisky Interpretable Topic Features for Post-ICU Mortality Prediction. AMIA 2016. Chicago, IL.

@inproceedings{luo_interpretable_2016, author = “Luo, Yen-Fu and Rumshisky, Anna”, title = “Interpretable {Topic} {Features} for {Post}-{ICU} {Mortality} {Prediction}", booktitle = “{AMIA} 2016, {American} {Medical} {Informatics} {Association} {Annual} {Symposium}, {Chicago}, {IL}, {USA}, {November} 12-16, 2016”, year = “2016” }

A. Rumshisky M. Ghassemi T. Naumann P. Szolovits V. Castro T. McCoy R. Perlis Predicting Early Psychiatric Readmission With Natural Language Processing of Narrative Discharge Summaries. Translational Psychiatry. 2016.

@article{rumshisky2016predicting, title={Predicting early psychiatric readmission with natural language processing of narrative discharge summaries}, author={Rumshisky, Anna and Ghassemi, Marzyeh and Naumann, Tristan and Szolovits, Peter and Castro, VM and McCoy, TH and Perlis, RH}, journal={Translational psychiatry}, volume={6}, number={10}, pages={e921–e921}, year={2016}, publisher={Nature Publishing Group} }

2015

P. Potash A. Romanov A. Rumshisky GhostWriter: Using an LSTM for Automatic Rap Lyric Generation. (short paper). Proceedings of EMNLP 2015. Lisbon, Portugal.

@inproceedings{potash2015ghostwriter, title={Ghostwriter: Using an lstm for automatic rap lyric generation}, author={Potash, Peter and Romanov, Alexey and Rumshisky, Anna}, booktitle={Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing}, pages={1919–1924}, year={2015} }

W. Boag P. Potash A. Rumshisky TwitterHawk: A Feature Bucket Based Approach to Sentiment Analysis. The 9th International Workshop on Semantic Evaluation (SemEval-2015). NAACL HLT 2015. May 31 - Jun 5. Denver, Colorado.

@inproceedings{boag2015twitterhawk, title={TwitterHawk: A feature bucket based approach to sentiment analysis}, author={Boag, William and Potash, Peter and Rumshisky, Anna}, booktitle={Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)}, pages={640–646}, year={2015} }

Y.-F. Luo A. Rumshisky M. Gronas Catching the Red Priest: Using Historical Editions of Encyclopaedia Britannica to Track the Evolution of Reputations. The 9th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities. ACL-IJCNLP 2015.

@inproceedings{luo2015catching, title={Catching the Red Priest: Using Historical Editions of Encyclopaedia Britannica to Track the Evolution of Reputations}, author={Luo, Yen-Fu and Rumshisky, Anna and Gronas, Mikhail}, booktitle={Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH)}, pages={1–9}, year={2015} }

W. Boag K. Wacome T. Naumann A. Rumshisky CliNER: A lightweight tool for clinical named entity recognition. AMIA Joint Summits on Clinical Research Informatics 2015. San Francisco, California.

@article{boag_cliner:_2015, author = “Boag, William and Wacome, Kevin and Naumann, Tristan and Rumshisky, Anna”, title = “{CliNER}: {A} lightweight tool for clinical named entity recognition”, journal = “AMIA Joint Summits on Clinical Research Informatics (poster)", year = “2015” }

W. Sun A. Rumshisky Ö. Uzuner Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives. J Am Med Inform Assoc. 2015 Apr 12.

@article{sun2015normalization, title={Normalization of relative and incomplete temporal expressions in clinical narratives}, author={Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem}, journal={Journal of the American Medical Informatics Association: JAMIA}, volume={22}, number={5}, pages={1001}, year={2015}, publisher={American Medical Informatics Association} }

K. Zheng V. Vydiswaran Y. Liu Y. Wang A. Stubbs Ö. Uzuner A. Gururaj S. Bayer J. Aberdeen A. Rumshisky S. Pakhomov H. Liu H. Xu Ease of Adoption of Clinical Natural Language Processing Software: An Evaluation of Five Systems. J Biomed Inform. Jul 22 2015.

@article{zheng2015ease, title={Ease of adoption of clinical natural language processing software: an evaluation of five systems}, author={Zheng, Kai and Vydiswaran, VG Vinod and Liu, Yang and Wang, Yue and Stubbs, Amber and Uzuner, {"O}zlem and Gururaj, Anupama E and Bayer, Samuel and Aberdeen, John and Rumshisky, Anna and others}, journal={Journal of biomedical informatics}, volume={58}, pages={S189–S196}, year={2015}, publisher={Elsevier} }

2014

J. Pustejovsky A. Rumshisky O. Batiukova J. Moszkowicz Annotation of Compositional Operations with GLML. Computing Meaning, Volume 4. Springer-Verlag, 2014, pp.217-234.
M. Ghassemi T. Naumann F. Doshi-Velez N. Brimmer R. Joshi A. Rumshisky P. Szolovits Unfolding Physiological State: Mortality Modelling in Intensive Care Units. 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2014). New York City, NY.

@inproceedings{ghassemi2014unfolding, title={Unfolding Physiological State: Mortality Modelling in Intensive Care Units}, author={Ghassemi, Marzyeh and Naumann, Tristan and Doshi-Velez, Finale and Brimmer, Nicole and Joshi, Rohit and Rumshisky, Anna and Szolovits, Peter}, booktitle={KDD: proceedings/International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining}, volume={2014}, pages={75}, year={2014}, organization={NIH Public Access} }

R. Chasin A. Rumshisky Ö. Uzuner P. Szolovits Word Sense Disambiguation in the Clinical Domain: a Comparison of Knowledge-Rich and Knowledge-Poor Unsupervised Methods. J Am Med Inform Assoc. 2014 Jan 17.

@article{chasin2014word, title={Word sense disambiguation in the clinical domain}, author={Chasin, Rachel and Rumshisky, Anna and Uzuner, Ozlem and Szolovits, Peter}, journal={Journal of the American Medical Informatics Association}, volume={21}, number={5}, pages={842–849}, year={2014} }

2013

W. Sun A. Rumshisky Ö. Uzuner Annotating Temporal Information in Clinical Narratives. J. Biomed Inform. 2013 Jul 19.

@article{sun2013annotating, title={Annotating temporal information in clinical narratives}, author={Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem}, journal={Journal of Biomedical Informatics}, volume={46}, pages={S5–S12}, year={2013} }

A. Rumshisky R. Chasin P. Potash Bypassing Knowledge Acquisition Bottleneck with Bayesian Word Sense Induction. NIPS 2013 Workshop on Machine Learning for Clinical Data Analysis and Healthcare.

@article{rumshisky_bypassing_2013, author = “Rumshisky, Anna and Chasin, Rachel and Potash, Peter”, title = “Bypassing {Knowledge} {Acquisition} {Bottleneck} with {Bayesian} {Word} {Sense} {Induction}", journal = “NIPS Workshop on Machine learning for Clinical Data Analys and Healthcare”, year = “2013” }

W. Sun A. Rumshisky Ö. Uzuner Evaluating Temporal Relations in Clinical Text: 2012 i2b2 Challenge. J Am Med Inform Assoc. 2013 Apr 5.

@article{sun2013evaluating, title={Evaluating temporal relations in clinical text: 2012 i2b2 Challenge}, author={Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem}, journal={Journal of the American Medical Informatics Association}, volume={20}, number={5}, pages={806–813}, year={2013}, publisher={BMJ Publishing Group BMA House, Tavistock Square, London, WC1H 9JR} }

R. Chasin A. Rumshisky Mixing in Some Knowledge: Enriched Context Patterns for Bayesian Word Sense Induction. Sixth International Workshop On Generative Approaches to the Lexicon (GL2013). Pisa, Italy.

@inproceedings{chasin_mixing_2013, author = “Chasin, Rachel and Rumshisky, Anna”, address = “Pisa, Italy”, title = “Mixing in some knowledge: {Enriched} {Context} {Patterns} for {Bayesian} {Word} {Sense} {Induction}", booktitle = “Proceedings of the 6th {International} {Conference} on {Generative} {Approaches} to the {Lexicon} ({GL}2013)", publisher = “Association for Computational Linguistics”, year = “2013”, pages = “84–91” }

W. Sun A. Rumshisky Ö. Uzuner Temporal Reasoning Over Clinical Text: the State of the Art. J Am Med Inform Assoc. 2013 May 5.

@article{sun2013temporal, title={Temporal reasoning over clinical text: the state of the art}, author={Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem}, journal={Journal of the American Medical Informatics Association}, volume={20}, number={5}, pages={814–819}, year={2013}, publisher={BMJ Publishing Group} }

2012

A. Rumshisky R. Chasin Knowledge-Based vs. Bottom-up Methods for Word Sense Disambiguation in Clinical Notes. SHARPn Summit on Secondary Use of EHR. 2012. Rochester, MN.
A. Rumshisky K. Buford I. Goldstein Ö. Uzuner Multi-Scrubber: An Ensemble System for De-identification of Protected Health Information. SHARPn Summit on Secondary Use of EHR. 2012. Rochester, MN.
M. Ghassemi T. Naumann R. Joshi A. Rumshisky Topic Models for Mortality Modeling in Intensive Care Units. ICML Workhop on Machine Learning for Clinical Data Analysis, ICML 2012. Edinburgh, Scotland.

@article{ghassemi_topic_2012, author = “Ghassemi, Marzyeh and Naumann, Tristan and Joshi, Rohit and Rumshisky, Anna”, title = “Topic {Models} for {Mortality} {Modeling} in {Intensive} {Care} {Units}", language = “en”, journal = “ICML workshop on machine learning for Clinical Data Analysys”, year = “2012”, pages = “4” }

M. Gronas A. Rumshisky A. Gabrovski S. Kovaka H. Chen Tracking the History of Knowledge Using Historical Editions of Encyclopedia Britannica. Workshop on Adaptation of Language Resources and Tools for Processing Cultural Heritage Objects. LREC 2012. Istambul, Turkey.

@article{gronas_tracking_2012, author = “Gronas, M and Rumshisky, A and Gabrovski, A and Kovaka, S and Chen, H”, title = “Tracking the {History} of {Knowledge} {Using} {Historical} {Editions} of {Encyclopedia} {Britannica}", language = “en”, journal = “LREC Workshop on Adaptation of Language Resourses and Tools for Processing Cultural Heritage Objects”, year = “2012”, pages = “7” }

R. Chasin A. Rumshisky Ö. Uzuner P. Szolovits Using UMLS for Word Sense Disambiguation in Clinical Notes. AMIA 2012. Chicago, IL.

@inproceedings{rumshisky2012using, title={Using UMLS for Word Sense Disambiguation in Clinical Notes.}, author={Rumshisky, Anna and Chasin, Rachel and Uzuner, {"O}zlem and Szolovits, Peter}, booktitle={AMIA}, year={2012} }

A. Rumshisky N. Botchan S. Kushkuley J. Pustejovsky Word Sense Inventories by Non-Experts. LREC 2012. Istambul, Turkey.

@inproceedings{rumshisky_word_2012, author = “Rumshisky, Anna and Botchan, Nick and Kushkuley, Sophie and Pustejovsky, James”, editor = “Chair), Nicoletta Calzolari (Conference and Choukri, Khalid and Declerck, Thierry and Doğan, Mehmet Uğur and Maegaard, Bente and Mariani, Joseph and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios”, address = “Istanbul, Turkey”, title = “Word {Sense} {Inventories} by {Non}-{Experts}.", isbn = “978-2-9517408-7-7”, language = “English”, booktitle = “Proceedings of the {Eight} {International} {Conference} on {Language} {Resources} and {Evaluation} ({LREC}‘12)", publisher = “European Language Resources Association (ELRA)", month = “May”, year = “2012” }

2011

A. Rumshisky Crowdsourcing Word Sense Definition. Fifth Linguistic Annotation Workshop (LAW-V). ACL-HLT 2011. Portland, Oregon.

@inproceedings{rumshisky_crowdsourcing_2011, author = “Rumshisky, Anna”, address = “Stroudsburg, PA, USA”, series = “{LAW} {V} ‘11”, title = “Crowdsourcing {Word} {Sense} {Definition}", isbn = “978-1-932432-93-0”, booktitle = “Proceedings of the 5th {Linguistic} {Annotation} {Workshop}", publisher = “Association for Computational Linguistics”, year = “2011”, pages = “74–81” }

S. Bratus A. Rumshisky A. Khrabrov R. Magar P. Thompson Domain-Specific Entity Extraction from Noisy, Unstructured Data Using Ontology-Guided Search. International Journal of Document Analysis and Recognition (IJDAR). Vol 14(2). Springer-Verlag, 2011.

@article{bratus2011domain, title={Domain-specific entity extraction from noisy, unstructured data using ontology-guided search}, author={Bratus, Sergey and Rumshisky, Anna and Khrabrov, Alexy and Magar, Rajenda and Thompson, Paul}, journal={International Journal on Document Analysis and Recognition (IJDAR)}, volume={14}, number={2}, pages={201–211}, year={2011}, publisher={Springer} }

2010

J. Pustejovsky A. Rumshisky Mechanisms of Sense Extension in Verbs. A Way with Words: Recent Advances in Lexical Theory and Analysis. A Festschrift for Patrick Hanks. Kampala: Menha Publishers.

@article{pustejovsky_mechanisms_2010, author = “Pustejovsky, James and Rumshisky, Anna”, title = “Mechanisms of {Sense} {Extension} in {Verbs}", language = “en”, journal = “Kampala: Menha Publishers”, year = “2010”, pages = “22” }

2009

M. Gronas A. Rumshisky S. Bratus Digital Pushkin: Computational Visualizations of Pushkin's Social and Political Networks. 41st National Convention of the American Association for the Advancement of Slavic Studies (AAASS 2009). Boston, MA.
J. Pustejovsky A. Rumshisky J. Moszkowicz O. Batiukova GLML: Annotating Argument Selection and Coercion. Eighth International Conference on Computational Semantics (IWCS-8). 2009. Tilburg, Netherlands.

@inproceedings{pustejovsky2009glml, title={GLML: Annotating argument selection and coercion}, author={Pustejovsky, James and Rumshisky, Anna and Moszkowicz, Jessica L and Batiukova, Olga}, booktitle={Proceedings of the Eighth International Conference on Computational Semantics}, pages={169–180}, year={2009}, organization={Association for Computational Linguistics} }

J. Pustejovsky A. Rumshisky SemEval-2010 Task 7: Argument Selection and Coercion. NAACL 2009 Workshop on Semantic Evaluations: Recent Achievements and Future Directions (SEW-2009). Boulder, CO.

@inproceedings{pustejovsky_semeval-2010_2009, author = “Pustejovsky, James and Rumshisky, Anna”, address = “Boulder, Colorado”, title = “{SemEval}-2010 {Task} 7: {Argument} {Selection} and {Coercion}", booktitle = “Proceedings of the {Workshop} on {Semantic} {Evaluations}: {Recent} {Achievements} and {Future} {Directions} ({SEW}-2009)", publisher = “Association for Computational Linguistics”, year = “2009”, pages = “88–93” }

A. Rumshisky M. Verhagen J. Moszkowicz The Holy Grail of Sense Definition: Creating a Sense-Disambiguated Corpus from Scratch. Fifth International Workshop on Generative Approaches to the Lexicon (GL2009). Pisa, Italy.

@article{rumshisky_holy_2009, author = “Rumshisky, Anna and Verhagen, Marc and Moszkowicz, Jessica L”, title = “The {Holy} {Grail} of {Sense} {Definition}: {Creating} a {Sense}-{Disambiguated} {Corpus} from {Scratch}", language = “en”, journal = “Fifth International Workshop on generative Approaches to the Lexicon”, year = “2009”, pages = “8” }

S. Bratus A. Rumshisky R. Magar P. Thompson Using Domain Knowledge for Ontology-guided Entity Extraction from Noisy, Unstructured Text Data. Third Workshop on Analytics for Noisy, Unstructured Text Data (AND 2009). Barcelona, Spain.

@inproceedings{bratus2009using, title={Using domain knowledge for ontology-guided entity extraction from noisy, unstructured text data}, author={Bratus, Sergey and Rumshisky, Anna and Magar, Rajendra and Thompson, Paul}, booktitle={Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data}, pages={101–106}, year={2009}, organization={ACM} }

A. Rumshisky V. Grinberg Using Semantics of the Arguments for Predicate Sense Induction. Fifth International Workshop on Generative Approaches to the Lexicon (GL2009). Pisa, Italy.

@article{rumshisky_using_2009, author = “Rumshisky, Anna and Grinberg, Victor A”, title = “Using semantics of the arguments for predicate sense induction”, language = “en”, journal = “Fifth International Workshop on generative Approaches to the Lexicon”, year = “2009”, pages = “8” }

2008

J. Pustejovsky A. Rumshisky Between Chaos and Structure: Interpreting Lexical Data Through a Theoretical Lens. Special Issue of the International Journal of Lexicography on the legacy of John Sinclair. Oxford University Press.

@article{pustejovsky2008between, title={Between Chaos and Structure: Interpreting Lexical Data Through a Theoretical Lens.}, author={Pustejovsky, James and Rumshisky, Anna}, journal={International Journal of Lexicography}, volume={21}, number={3}, year={2008} }

A. Rumshisky O. Batiukova Polysemy in Verbs: Systematic Relations between Senses and their Effect on Annotation. COLING Workshop on Human Judgement in Computational Linguistics (HJCL-2008). 2008. Manchester, England.

@inproceedings{rumshisky2008polysemy, title={Polysemy in verbs: systematic relations between senses and their effect on annotation}, author={Rumshisky, Anna and Batiukova, Olga}, booktitle={Proceedings of the Workshop on Human Judgements in Computational Linguistics}, pages={33–41}, year={2008}, organization={Association for Computational Linguistics} }

A. Rumshisky Resolving Polysemy in Verbs: Contextualized Distributional Approach to Argument Semantics. From Context to Meaning: Distributional Models of the Lexicon in Linguistics and Cognitive Science. Special Issue of the Italian Journal of Linguistics. Rivista di Linguistica, 20 (1).

@article{rumshisky_resolving_2008, author = “Rumshisky, Anna”, title = “Resolving {Polysemy} in {Verbs}: {Contextualized} {Distributional} {Approach} to {Argument} {Semantics}", abstract = “Natural language is characterized by a high degree of polysemy, and the majority of content words accept multiple interpretations. Native speakers rely on context to assign the correct sense to each word in an utterance. Natural language processing (NLP) applications, such as the automated word sense disambiguation, require the ability to identify correctly context elements that activate each sense. Our goal in this work is to address the problem of contrasting semantics of the arguments as the source of meaning differentiation for the predicate. We show how the use of insight about the data can help design a targeted distributional approach to this problem. We consider the bidirectional nature of selection processes between the predicate and its arguments and the related problem of overlapping senses. The same sense of a polysemous predicate is often activated by semantically diverse arguments. We introduce the notion of contextualized distributional similarity between such elements, defined with respect to the particular context provided by the predicate. We define the relation of selectional equivalence for predicates, and present an automatic method for clustering both the arguments that activate the same sense of the target predicate and the selectional equivalents of that sense. The proposed method relies exclusively on distributional information, intentionally eschewing the use of human-constructed knowledge sources.", language = “en”, year = “2008”, pages = “27” }

2007

C. Havasi A. Rumshisky J. Pustejovsky An Evaluation of the Brandeis Semantic Ontology. Forth International workshop on Generative Approaches to the Lexicon. 2007. Paris, France.

@article{havasi_evaluation_2007, author = “Havasi, Catherine and Rumshisky, Anna and Pustejovsky, James”, title = “An {Evaluation} of the {Brandeis} {Semantic} {Ontology}", language = “en”, journal = “Forth International workshop on Generative Approaches to the Lexicon”, year = “2007”, pages = “8” }

A. Rumshisky V. Grinberg J. Pustejovsky Detecting Selectional Behavior of Complex Types in Text. Forth International workshop on Generative Approaches to the Lexicon. P. Bouillon, L. Danlos, and K. Kanzaki (eds.) 2007. Paris, France.

@article{rumshisky_detecting_2007, author = “Rumshinsky, Anna and Grinberg, Victor A and Pustejovsky, James”, title = “Detecting selectional behavior of complex types in text”, language = “en”, journal = “Forth International workshop on Generative Approaches to the Lexicon”, year = “2007”, pages = “10” }

2006

B. Wellner J. Pustejovsky C. Havasi A. Rumshisky R. Sauri Classification of Discourse Coherence Relations: An Exploratory Study Using Multiple Knowledge Sources. 7th SIGdial Workshop on Discourse and Dialogue. 15-16 July 2006. Sydney, Australia.

@inproceedings{wellner_classification_2006, author = “Wellner, Ben and Pustejovsky, James and Havasi, Catherine and Rumshisky, Anna and Sauri, Roser”, address = “Sydney, Australia”, series = “{SigDIAL} ‘06”, title = “Classification of {Discourse} {Coherence} {Relations}: {An} {Exploratory} {Study} {Using} {Multiple} {Knowledge} {Sources}", isbn = “1-932432-71-X”, booktitle = “Proceedings of the 7th {SIGdial} {Workshop} on {Discourse} and {Dialogue}", publisher = “Association for Computational Linguistics”, year = “2006”, pages = “117–125” }

A. Rumshisky Constructing a Corpus-based Ontology Using Model Bias. FLAIRS 2006. Melbourne Beach, Florida.

@article{rumshisky_constructing_2006, author = “Rumshisky, Anna”, title = “Constructing a {Corpus}-based {Ontology} {Using} {Model} {Bias}", language = “en”, journal = “FLAIRS”, year = “2006”, pages = “6” }

A. Rumshisky J. Pustejovsky Inducing Sense-Discriminating Context Patterns from Sense-Tagged Corpora. LREC 2006. Genoa, Italy.

@inproceedings{rumshisky2006inducing, title={Inducing Sense-Discriminating Context Patterns from Sense-Tagged Corpora.}, author={Rumshisky, Anna and Pustejovsky, James}, booktitle={LREC}, pages={837–840}, year={2006}, organization={Citeseer} }

J. Pustejovsky C. Havasi J. Littman A. Rumshisky M. Verhagen Towards a Generative Lexical Resource: The Brandeis Semantic Ontology. LREC 2006. Genoa, Italy.

@article{pustejovsky_towards_2006, author = “Pustejovsky, James and Havasi, Catherine and Littman, Jessica and Rumshisky, Anna and Verhagen, Marc”, title = “Towards a {Generative} {Lexical} {Resource}: {The} {Brandeis} {Semantic} {Ontology}", language = “en”, journal = “LREC”, year = “2006”, pages = “4” }

2005

M. Verhagen I. Mani R. Sauri R. Knippen S. Jang J. Littman A. Rumshisky J. Phillips J. Pustejovsky Automating Temporal Annotation with TARSQI. ACL 2005. Ann Arbor, USA.

@inproceedings{verhagen2005automating, title={Automating temporal annotation with TARSQI}, author={Verhagen, Marc and Mani, Inderjeet and Sauri, Roser and Littman, Jessica and Knippen, Robert and Jang, Seok B and Rumshisky, Anna and Phillips, John and Pustejovsky, James}, booktitle={Proceedings of the ACL Interactive Poster and Demonstration Sessions}, pages={81–84}, year={2005} }

2004

J. Pustejovsky P. Hanks A. Rumshisky Automated Induction of Sense in Context. COLING 2014. Geneva, Switzerland.

@inproceedings{pustejovsky2004automated, title={Automated induction of sense in context}, author={Pustejovsky, James and Hanks, Patrick and Rumshisky, Anna}, booktitle={Proceedings of the 20th international conference on Computational Linguistics}, pages={924}, year={2004}, organization={Association for Computational Linguistics} }

2002

J. Pustejovsky J. Castano B. Cochran M. Kotecki M. Morrell A. Rumshisky Extraction and Disambiguation of Acronym Meaning-Pairs in Medline. MedInfo 2001.

@article{pustejovsky_extraction_2002, author = “Pustejovsky, James and Castano, Jose and Cochran, Brent and Kotecki, Maciej and Morrell, Michael and Rumshisky, Anna”, title = “Extraction and {Disambiguation} of {Acronym} {Meaning}-{Pairs} in {Medline}", language = “en”, journal = “MedInfo”, year = “2002”, pages = “11” }

J. Pustejovsky J. Castano R. Saurí A. Rumshisky J. Zhang W. Luo Medstract: Creating Large-scale Information Servers for Biomedical Libraries. ACL 2002 Workshop on Natural Language Processing in the Biomedical Domain. Philadelphia, PA.

@inproceedings{pustejovsky2002medstract, title={Medstract: creating large-scale information servers for biomedical libraries}, author={Pustejovsky, James and Castano, Jos{'e} and Sauri, Roser and Rumshinsky, A and Zhang, Jason and Luo, Wei}, booktitle={Proceedings of the ACL-02 workshop on Natural language processing in the biomedical domain-Volume 3}, pages={85–92}, year={2002}, organization={Association for Computational Linguistics} }

J. Pustejovsky A. Rumshisky J. Castano Rerendering Semantic Ontologies: Automatic Extensions to UMLS through Corpus Analytics. LREC 2002 Workshop on Ontologies and Lexical Knowledge Bases (Ontolex-02). Las Palmas, Canary Islands, Spain.

@article{pustejovsky_rerendering_2002, author = “Pustejovsky, James and Rumshisky, Anna and Castano, Jose M.", title = “Rerendering {Semantic} {Ontologies}: {Automatic} {Extensions} to {UMLS} through {Corpus} {Analytics}", volume = “cs.CL/0209003”, journal = “CoRR”, year = “2002” }