Publications

2018

Y. Luo W. Sun A. Rumshisky A Hybrid Method for Normalization of Medical Concepts in Clinical Narrative. International Conference on Health Informatics and Health Information Technology. 2018

@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} }

Y. Meng A. Rumshisky F. Sullivan K. Keith Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC). 2018

@inproceedings{meng2018automatic, title={Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics.}, author={Meng, Yuanliang and Rumshisky, Anna and Sullivan, Florence}, booktitle={LREC}, year={2018} }

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. 2018

@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} }

Y. Meng A. Rumshisky Context-Aware Neural Model for Temporal Information Extraction. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics. 2018

@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} }

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. 2018

@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" }

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

@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 Triad-based Neural Network for Coreference Resolution. Proceedings of COLING. 2018

@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

@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" }

2017

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). 2017
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 Social Informatics. 2017

@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. ICLR. 2017

@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" }

P. Potash A. Romanov A. Rumshisky Here's My Point: Joint Pointer Architecture for Argument Mining. Association for Computational Linguistics. 2017

@inproceedings{potash_heres_2017, author = "Potash, Peter and Romanov, Alexey and Rumshisky, Anna", title = "Here's {My} {Point}: {Joint} {Pointer} {Architecture} for {Argument} {Mining}", shorttitle = "Here's {My} {Point}", doi = "10.18653/v1/D17-1143", language = "en", urldate = "2018-07-16", publisher = "Association for Computational Linguistics", year = "2017", pages = "1364--1373" }

D. Donahue A. Romanov A. Rumshisky HumorHawk at SemEval-2017 Task 6: Mixing Meaning and Sound for Humor Recognition. Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), Association for Computational Linguistics. 2017

@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 R. Bhattacharya A. Rumshisky Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness. Proceedings of the Eighth International Joint Conference on Natural Language Processing. 2017

@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" }

P. Potash A. Romanov A. Rumshisky SemEval-2017 Task 6: HashtagWars: Learning a Sense of Humor. Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), Association for Computational Linguistics. 2017

@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" }

Y. Meng A. Rumshisky A. Romanov Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics. 2017

@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 the 2017 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics. 2017

@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 M. Gronas A. Rumshisky M. Gronas Tracking Bias in News Sources Using Social Media: the Russia-Ukraine Maidan Crisis of 2013-2014. Proceedings of the 2017 EMNLP Workshop: Natural Language Processing meets Journalism, Association for Computational Linguistics. 2017

@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" }

2016

Y. Luo A. Rumshisky Interpretable Topic Features for Post-ICU Mortality Prediction. AMIA 2016, American Medical Informatics Association Annual Symposium. 2016

@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" }

W. Boag R. Campos K. Saenko A. Rumshinsky MUTT: Metric Unit TesTing for Language Generation Tasks. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Association for Computational Linguistics. 2016

@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" }

B. William C. Renan S. Kate R. Anna MUTT: Metric Unit TesTing for Language Generation Tasks. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics. 2016

@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" }

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{rumshisky_predicting_2016, author = "Rumshisky, A and Ghassemi, M and Naumann, T and Szolovits, P and Castro, V M and McCoy, T H and Perlis, R H", title = "Predicting early psychiatric readmission with natural language processing of narrative discharge summaries", volume = "6", issn = "2158-3188", doi = "10.1038/tp.2015.182", language = "en", number = "10", journal = "Translational Psychiatry", month = "October", year = "2016", pages = "e921--e921" }

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

@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" }

2015

Y. Luo A. Rumshisky M. Gronas Catching the Red Priest: Using Historical Editions of Encyclopaedia Britannica to Track the Evolution of Reputations. Association for Computational Linguistics. 2015

@inproceedings{luo_catching_2015, author = "Luo, Yen-Fu and Rumshisky, Anna and Gronas, Mikhail", address = "Beijing, China", title = "Catching the {Red} {Priest}: {Using} {Historical} {Editions} of {Encyclopaedia} {Britannica} to {Track} the {Evolution} of {Reputations}", doi = "10.18653/v1/W15-3701", publisher = "Association for Computational Linguistics", year = "2015", pages = "1--9" }

W. Boag K. Wacome T. Naumann A. Rumshisky CliNER: A lightweight tool for clinical named entity recognition. AMIA Joint Summits on Clinical Research Informatics (poster). 2015

@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" }

K. Zheng V. Vydiswaran Y. Liu Y. Wang A. Stubbs O. Uzuner A. Gururaj S. Bayer J. Aberdeen A. Rumshinsky S. Pakhomov H. Liu H. Xu Ease of adoption of clinical natural language processing software: An evaluation of five systems. Journal of Biomedical Informatics. 2015

@article{zheng_ease_2015, author = "Zheng, Kai and Vydiswaran, V.G. Vinod and Liu, Yang and Wang, Yue and Stubbs, Amber and {Ozlem Uzuner} and {Anupama E. Gururaj} and {Samuel Bayer} and {John Aberdeen} and {Anna Rumshisky} and {Serguei Pakhomov} and {Hongfang Liu} and {Hua Xu}", title = "Ease of adoption of clinical natural language processing software: {An} evaluation of five systems", volume = "58", issn = "15320464", shorttitle = "Ease of adoption of clinical natural language processing software", doi = "10.1016/j.jbi.2015.07.008", language = "en", journal = "Journal of Biomedical Informatics", month = "December", year = "2015", pages = "S189--S196" }

P. Potash A. Romanov A. Rumshisky GhostWriter: Using an LSTM for Automatic Rap Lyric Generation. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics. 2015

@inproceedings{potash_ghostwriter:_2015, author = "Potash, Peter and Romanov, Alexey and Rumshisky, Anna", address = "Lisbon, Portugal", title = "{GhostWriter}: {Using} an {LSTM} for {Automatic} {Rap} {Lyric} {Generation}", doi = "10.18653/v1/D15-1221", booktitle = "Proceedings of the 2015 {Conference} on {Empirical} {Methods} in {Natural} {Language} {Processing}", publisher = "Association for Computational Linguistics", year = "2015", pages = "1919--1924" }

W. Sun A. Rumshisky O. Uzuner Normalization of relative and incomplete temporal expressions in clinical narratives. Journal of the American Medical Informatics Association. 2015

@article{sun_normalization_2015, author = "Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem", title = "Normalization of relative and incomplete temporal expressions in clinical narratives", volume = "22", issn = "1067-5027, 1527-974X", doi = "10.1093/jamia/ocu004", language = "en", number = "5", journal = "Journal of the American Medical Informatics Association", month = "September", year = "2015", pages = "1001--1008" }

W. Boag P. Potash A. Rumshisky TwitterHawk: A Feature Bucket Based Approach to Sentiment Analysis. Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), Association for Computational Linguistics. 2015

@inproceedings{boag_twitterhawk:_2015, author = "Boag, William and Potash, Peter and Rumshisky, Anna", address = "Denver, Colorado", title = "{TwitterHawk}: {A} {Feature} {Bucket} {Based} {Approach} to {Sentiment} {Analysis}", doi = "10.18653/v1/S15-2107", booktitle = "Proceedings of the 9th {International} {Workshop} on {Semantic} {Evaluation} ({SemEval} 2015)", publisher = "Association for Computational Linguistics", year = "2015", pages = "640--646" }

2014

J. Pustejovsky A. Rumshisky O. Batiukova J. Moszkowicz Annotation of Compositional Operations with GLML. Computing Meaning, Springer-Verlag. 2014
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). 2014

@inproceedings{ghassemi_unfolding_2014, author = "Ghassemi, Marzyeh and Naumann, Tristan and Doshi-Velez, Finale and Brimmer, Nicole and Joshi, Rohit and Rumshisky, Anna and Szolovits, Peter", title = "Unfolding physiological state: mortality modelling in intensive care units", isbn = "978-1-4503-2956-9", shorttitle = "Unfolding physiological state", doi = "10.1145/2623330.2623742", abstract = "Accurate knowledge of a patient’s disease state and trajectory is critical in a clinical setting. Modern electronic healthcare records contain an increasingly large amount of data, and the ability to automatically identify the factors that influence patient outcomes stand to greatly improve the efficiency and quality of care.", language = "en", urldate = "2018-07-24", publisher = "ACM Press", year = "2014", pages = "75--84" }

R. Chasin A. Rumshisky O. Uzuner P. Szolovits Word sense disambiguation in the clinical domain: a comparison of knowledge-rich and knowledge-poor unsupervised methods. Journal of the American Medical Informatics Association: JAMIA. 2014

@article{chasin_word_2014, author = "Chasin, Rachel and Rumshisky, Anna and Uzuner, Ozlem and Szolovits, Peter", title = "Word sense disambiguation in the clinical domain: a comparison of knowledge-rich and knowledge-poor unsupervised methods", volume = "21", issn = "1527-974X", shorttitle = "Word sense disambiguation in the clinical domain", doi = "10.1136/amiajnl-2013-002133", language = "eng", number = "5", journal = "Journal of the American Medical Informatics Association: JAMIA", month = "October", year = "2014", pmid = "24441986", pmcid = "PMC4147600", pages = "842--849" }

2013

W. Sun A. Rumshisky O. Uzuner Annotating temporal information in clinical narratives. Journal of Biomedical Informatics. 2013

@article{sun_annotating_2013, author = "Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem", title = "Annotating temporal information in clinical narratives", volume = "46", issn = "15320464", doi = "10.1016/j.jbi.2013.07.004", language = "en", journal = "Journal of Biomedical Informatics", month = "December", year = "2013", pages = "S5--S12" }

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

@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 O. Uzuner Evaluating temporal relations in clinical text: 2012 i2b2 Challenge. Journal of the American Medical Informatics Association. 2013

@article{sun_evaluating_2013, author = "Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem", title = "Evaluating temporal relations in clinical text: 2012 i2b2 {Challenge}", volume = "20", issn = "1067-5027, 1527-974X", shorttitle = "Evaluating temporal relations in clinical text", doi = "10.1136/amiajnl-2013-001628", language = "en", number = "5", journal = "Journal of the American Medical Informatics Association", month = "September", year = "2013", pages = "806--813" }

R. Chasin A. Rumshisky Mixing in some knowledge: Enriched Context Patterns for Bayesian Word Sense Induction. Proceedings of the 6th International Conference on Generative Approaches to the Lexicon (GL2013), Association for Computational Linguistics. 2013

@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 O. Uzuner Temporal reasoning over clinical text: the state of the art. Journal of the American Medical Informatics Association: JAMIA. 2013

@article{sun_temporal_2013, author = "Sun, Weiyi and Rumshisky, Anna and Uzuner, Ozlem", title = "Temporal reasoning over clinical text: the state of the art", volume = "20", issn = "1527-974X", shorttitle = "Temporal reasoning over clinical text", doi = "10.1136/amiajnl-2013-001760", language = "eng", number = "5", journal = "Journal of the American Medical Informatics Association: JAMIA", month = "October", year = "2013" }

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
A. Rumshisky K. Buford I. Goldstein O. Uzuner Multi-Scrubber: An Ensemble System for De-identification of Protected Health Information. SHARPn Summit on Secondary Use of EHR. 2012
M. Ghassemi T. Naumann R. Joshi A. Rumshisky Topic Models for Mortality Modeling in Intensive Care Units. ICML workshop on machine learning for Clinical DAta Analysys. 2012

@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. LREC Workshop on Adaptation of Language Resourses and Tools for Processing Cultural Heritage Objects. 2012

@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 O. Uzuner P. Szolovits Using UMLS for Word Sense Disambiguation in Clinical Notes. AMIA. 2012
A. Rumshisky N. Botchan S. Kushkuley J. Pustejovsky Word Sense Inventories by Non-Experts. Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC12), European Language Resources Association (ELRA). 2012

@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. Proceedings of the 5th Linguistic Annotation Workshop, Association for Computational Linguistics. 2011

@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 on Document Analysis and Recognition (IJDAR). 2011

@article{bratus_domain-specific_2011, author = "Bratus, Sergey and Rumshisky, Anna and Khrabrov, Alexy and Magar, Rajenda and Thompson, Paul", title = "Domain-specific entity extraction from noisy, unstructured data using ontology-guided search", volume = "14", issn = "1433-2833, 1433-2825", doi = "10.1007/s10032-011-0149-5", language = "en", number = "2", journal = "International Journal on Document Analysis and Recognition (IJDAR)", month = "June", year = "2011", pages = "201--211" }

2010

J. Pustejovsky A. Rumshisky Mechanisms of Sense Extension in Verbs. Kampala: Menha Publishers. 2010

@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. 2009
J. Pustejovsky A. Rumshisky J. Moszkowicz O. Batiukova GLML: annotating argument selection and coercion. Association for Computational Linguistics. 2009

@inproceedings{pustejovsky_glml:_2009, author = "Pustejovsky, James and Rumshisky, Anna and Moszkowicz, Jessica L. and Batiukova, Olga", title = "{GLML}: annotating argument selection and coercion", isbn = "978-90-74029-34-6", shorttitle = "{GLML}", doi = "10.3115/1693756.1693774", language = "en", publisher = "Association for Computational Linguistics", year = "2009", pages = "169" }

J. Pustejovsky A. Rumshisky SemEval-2010 Task 7: Argument Selection and Coercion. Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions (SEW-2009), Association for Computational Linguistics. 2009

@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. 2009

@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. Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data, ACM. 2009

@inproceedings{bratus_using_2009, author = "Bratus, Sergey and Rumshisky, Anna and Magar, Rajendra and Thompson, Paul", address = "Barcelona, Spain", series = "{AND} '09", title = "Using {Domain} {Knowledge} for {Ontology}-guided {Entity} {Extraction} from {Noisy}, {Unstructured} {Text} {Data}", isbn = "978-1-60558-496-6", doi = "10.1145/1568296.1568313", booktitle = "Proceedings of {The} {Third} {Workshop} on {Analytics} for {Noisy} {Unstructured} {Text} {Data}", publisher = "ACM", year = "2009", pages = "101--106" }

A. Rumshisky V. Grinberg Using semantics of the arguments for predicate sense induction. Fifth International Workshop on generative Approaches to the Lexicon. 2009

@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. International Journal of Lexicography. 2008

@article{pustejovsky_between_2008, author = "Pustejovsky, James and Rumshisky, Anna", title = "Between {Chaos} and {Structure}: {Interpreting} {Lexical} {Data} {Through} a {Theoretical} {Lens}", volume = "21", doi = "10.1093/ijl/ecn023", number = "3", journal = "International Journal of Lexicography", year = "2008", pages = "337--355" }

A. Rumshisky O. Batiukova Polysemy in verbs: systematic relations between senses and their effect on annotation. Association for Computational Linguistics. 2008

@inproceedings{rumshisky_polysemy_2008, author = "Rumshisky, Anna and Batiukova, Olga", title = "Polysemy in verbs: systematic relations between senses and their effect on annotation", isbn = "978-1-905593-49-1", shorttitle = "Polysemy in verbs", doi = "10.3115/1611628.1611634", language = "en", publisher = "Association for Computational Linguistics", year = "2008", pages = "33--41" }

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. 2008

@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

@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. Rumshinsky V. Grinberg J. Pustejovsky Detecting selectional behavior of complex types in text. Forth International workshop on Generative Approaches to the Lexicon. 2007

@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. Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue, Association for Computational Linguistics. 2006

@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

@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

@article{rumshisky_inducing_2006, author = "Rumshisky, Anna and Pustejovsky, James", title = "Inducing {Sense}-{Discriminating} {Context} {Patterns} from {Sense}-{Tagged} {Corpora}", language = "en", journal = "LREC", year = "2006", pages = "4" }

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

@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. Proceedings of the Association for Computational Linguistics. 2005

@inproceedings{verhagen_automating_2005, author = "Verhagen, Marc and Mani, Inderjeet and Sauri, Roser and Knippen, Robert and Jang, Seok Bae and Littman, Jessica and Rumshisky, Anna and Phillips, John and Pustejovsky, James", address = "Stroudsburg, PA, USA", series = "{ACLdemo} '05", title = "Automating {Temporal} {Annotation} with {TARSQI}" doi = "10.3115/1225753.1225774", booktitle = "Proceedings of the {ACL} 2005 on {Interactive} {Poster} and {Demonstration} {Sessions}", publisher = "Association for Computational Linguistics", year = "2005", pages = "81--84" }

2004

J. Pustejovsky P. Hanks A. Rumshisky Automated induction of sense in context. Association for Computational Linguistics. 2004

@inproceedings{pustejovsky_automated_2004, author = "Pustejovsky, James and Hanks, Patrick and Rumshisky, Anna", title = "Automated induction of sense in context", doi = "10.3115/1220355.1220488", language = "en",urldate = "2018-07-24", publisher = "Association for Computational Linguistics", year = "2004" }

2002

J. Pustejovsky J. Castano B. Cochran M. Kotecki M. Morrell A. Rumshisky Extraction and Disambiguation of Acronym Meaning-Pairs in Medline. MedInfo. 2002

@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. Rumshinsky J. Zhang W. Luo Medstract: Creating Large-scale Information Servers for Biomedical Libraries. Proceedings of the ACL-02 Workshop on Natural Language Processing in the Biomedical Domain - Volume 3, Association for Computational Linguistics. 2002

@inproceedings{pustejovsky_medstract:_2002, author = "Pustejovsky, J. and Castano, J. and Saurí, R. and Rumshinsky, A. and Zhang, J. and Luo, W.", address = "Stroudsburg, PA, USA", series = "{BioMed} '02", title = "Medstract: {Creating} {Large}-scale {Information} {Servers} for {Biomedical} {Libraries}", url = "http://www.cs.uml.edu/textasciitilde arum/publications/acl2002-4.pdf", doi = "10.3115/1118149.1118161", booktitle = "Proceedings of the {ACL}-02 {Workshop} on {Natural} {Language} {Processing} in the {Biomedical} {Domain} - {Volume} 3", publisher = "Association for Computational Linguistics", year = "2002", pages = "85--92" }

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). 2002

@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" }