| 2026 | LREC | Dynamically Acquiring Text Content to Enable the Classification of Lesser-known Entities for Real-world Tasks. | Fahmida Alam, Ellen Riloff |
| 2025 | EMNLP | Studying Rhetorically Ambiguous Questions. | Oghenevovwe Ikumariegbe, Eduardo Blanco, Ellen Riloff |
| 2024 | COLING | Recognizing Social Cues in Crisis Situations. | Di Wang, Yuan Zhuang, Ellen Riloff, Marina Kogan |
| 2024 | NAACL | My Heart Skipped a Beat! Recognizing Expressions of Embodied Emotion in Natural Language. | Yuan Zhuang, Tianyu Jiang, Ellen Riloff |
| 2023 | ACL | Exploiting Commonsense Knowledge about Objects for Visual Activity Recognition. | Tianyu Jiang, Ellen Riloff |
| 2023 | ACL | Eliciting Affective Events from Language Models by Multiple View Co-prompting. | Yuan Zhuang, Ellen Riloff |
| 2022 | COLING | Exploiting Unary Relations with Stacked Learning for Relation Extraction. | Yuan Zhuang, Ellen Riloff, Kiri L. Wagstaff, Raymond Francis, Matthew P. Golombek, Leslie K. Tamppari |
| 2022 | EMNLP | Identifying Physical Object Use in Sentences. | Tianyu Jiang, Ellen Riloff |
| 2021 | ACL | Learning Prototypical Functions for Physical Artifacts. | Tianyu Jiang, Ellen Riloff |
| 2021 | EACL | Exploiting Definitions for Frame Identification. | Tianyu Jiang, Ellen Riloff |
| 2020 | ACL | Exploring the Role of Context to Distinguish Rhetorical and Information-Seeking Questions. | Yuan Zhuang, Ellen Riloff |
| 2020 | EMNLP | Affective Event Classification with Discourse-enhanced Self-training. | Yuan Zhuang, Tianyu Jiang, Ellen Riloff |
| 2018 | AAAI | Why Is an Event Affective? Classifying Affective Events Based on Human Needs. | Haibo Ding, Tianyu Jiang, Ellen Riloff |
| 2018 | AAAI | Weakly Supervised Induction of Affective Events by Optimizing Semantic Consistency. | Haibo Ding, Ellen Riloff |
| 2018 | AAAI | Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature. | Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza |
| 2018 | ACL | Learning Prototypical Goal Activities for Locations. | Tianyu Jiang, Ellen Riloff |
| 2018 | NAACL | Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data. | Haibo Ding, Ellen Riloff |
| 2017 | AMIA | Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation Classification. | Youngjun Kim, Ellen Riloff, Stphane M. Meystre |
| 2017 | SIGdial | Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog. | Shereen Oraby, Vrindavan Harrison, Amita Misra, Ellen Riloff, Marilyn A. Walker |
| 2016 | AAAI | Acquiring Knowledge of Affective Events from Blogs Using Label Propagation. | Haibo Ding, Ellen Riloff |
| 2016 | AAAI | Creating a Mars Target Encyclopedia by Extracting Information from the Planetary Science Literature. | Kiri L. Wagstaff, Ellen Riloff, Nina L. Lanza, Chris A. Mattmann, Paul M. Ramirez |
| 2016 | EMNLP | Distinguishing Past, On-going, and Future Events: The EventStatus Corpus. | Ruihong Huang, Ignacio Cases, Dan Jurafsky, Cleo Condoravdi, Ellen Riloff |
| 2016 | NAACL | Automatically Inferring Implicit Properties in Similes. | Ashequl Qadir, Ellen Riloff, Marilyn A. Walker |
| 2016 | SIGdial | Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue. | Shereen Oraby, Vrindavan Harrison, Lena Reed, Ernesto Hernandez, Ellen Riloff, Marilyn A. Walker |
| 2015 | AMIA | A Study of Concept Extraction Across Different Types of Clinical Notes. | Youngjun Kim, Ellen Riloff, John F. Hurdle |
| 2015 | EMNLP | Learning to Recognize Affective Polarity in Similes. | Ashequl Qadir, Ellen Riloff, Marilyn A. Walker |
| 2015 | NAACL | Extracting Information about Medication Use from Veterinary Discussions. | Haibo Ding, Ellen Riloff |
| 2015 | NAACL | And That's A Fact: Distinguishing Factual and Emotional Argumentation in Online Dialogue. | Shereen Oraby, Lena Reed, Ryan Compton, Ellen Riloff, Marilyn A. Walker, Steve Whittaker |
| 2014 | EMNLP | Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases. | Ashequl Qadir, Ellen Riloff |
| 2013 | ACL | Domain-Specific Coreference Resolution with Lexicalized Features. | Nathan Gilbert, Ellen Riloff |
| 2013 | EMNLP | Classifying Message Board Posts with an Extracted Lexicon of Patient Attributes. | Ruihong Huang, Ellen Riloff |
| 2013 | EMNLP | Sarcasm as Contrast between a Positive Sentiment and Negative Situation. | Ellen Riloff, Ashequl Qadir, Prafulla Surve, Lalindra De Silva, Nathan Gilbert, Ruihong Huang |
| 2013 | NAACL | Multi-faceted Event Recognition with Bootstrapped Dictionaries. | Ruihong Huang, Ellen Riloff |
| 2012 | AAAI | Modeling Textual Cohesion for Event Extraction. | Ruihong Huang, Ellen Riloff |
| 2012 | EACL | Bootstrapped Training of Event Extraction Classifiers. | Ruihong Huang, Ellen Riloff |
| 2011 | ACL | Peeling Back the Layers: Detecting Event Role Fillers in Secondary Contexts. | Ruihong Huang, Ellen Riloff |
| 2011 | ACL | Improving Classification of Medical Assertions in Clinical Notes. | Youngjun Kim, Ellen Riloff, Stphane M. Meystre |
| 2011 | EMNLP | Classifying Sentences as Speech Acts in Message Board Posts. | Ashequl Qadir, Ellen Riloff |
| 2010 | ACL | Inducing Domain-Specific Semantic Class Taggers from (Almost) Nothing. | Ruihong Huang, Ellen Riloff |
| 2010 | ACL | Coreference Resolution with Reconcile. | Veselin Stoyanov, Claire Cardie, Nathan Gilbert, Ellen Riloff, David Buttler, David Hysom |
| 2010 | EMNLP | Automatically Producing Plot Unit Representations for Narrative Text. | Amit Goyal, Ellen Riloff, Hal Daum III |
| 2009 | ACL | Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art. | Veselin Stoyanov, Nathan Gilbert, Claire Cardie, Ellen Riloff |
| 2009 | EMNLP | Toward Completeness in Concept Extraction and Classification. | Eduard H. Hovy, Zornitsa Kozareva, Ellen Riloff |
| 2009 | EMNLP | A Unified Model of Phrasal and Sentential Evidence for Information Extraction. | Siddharth Patwardhan, Ellen Riloff |
| 2008 | AAAI | Learning to Identify Reduced Passive Verb Phrases with a Shallow Parser. | Sean Igo, Ellen Riloff |
| 2008 | ACL | Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs. | Zornitsa Kozareva, Ellen Riloff, Eduard H. Hovy |
| 2007 | EMNLP | Effective Information Extraction with Semantic Affinity Patterns and Relevant Regions. | Siddharth Patwardhan, Ellen Riloff |
| 2006 | EMNLP | Feature Subsumption for Opinion Analysis. | Ellen Riloff, Siddharth Patwardhan, Janyce Wiebe |
| 2005 | AAAI | Exploiting Subjectivity Classification to Improve Information Extraction. | Ellen Riloff, Janyce Wiebe, William Phillips |
| 2005 | CICLING | Creating Subjective and Objective Sentence Classifiers from Unannotated Texts. | Janyce Wiebe, Ellen Riloff |
| 2005 | NAACL | Identifying Sources of Opinions with Conditional Random Fields and Extraction Patterns. | Yejin Choi, Claire Cardie, Ellen Riloff, Siddharth Patwardhan |
| 2005 | NAACL | OpinionFinder: A System for Subjectivity Analysis. | Theresa Wilson, Paul Hoffmann, Swapna Somasundaran, Jason Kessler, Janyce Wiebe, Yejin Choi, Claire Cardie, Ellen Riloff, Siddharth Patwardhan |
| 2004 | NAACL | Unsupervised Learning of Contextual Role Knowledge for Coreference Resolution. | David L. Bean, Ellen Riloff |
| 2003 | CoNLL | Learning subjective nouns using extraction pattern bootstrapping. | Ellen Riloff, Janyce Wiebe, Theresa Wilson |
| 2003 | EMNLP | Learning Extraction Patterns for Subjective Expressions. | Ellen Riloff, Janyce Wiebe |
| 2003 | ICCBR | From Manual Knowledge Engineering to Bootstrapping: Progress in Information Extraction and NLP. | Ellen Riloff |
| 2002 | COLING | Inducing Information Extraction Systems for New Languages via Cross-language Projection. | Ellen Riloff, Charles Schafer, David Yarowsky |
| 2002 | EMNLP | Exploiting Strong Syntactic Heuristics and Co-Training to Learn Semantic Lexicons. | William Phillips, Ellen Riloff |
| 2002 | EMNLP | A Bootstrapping Method for Learning Semantic Lexicons using Extraction Pattern Contexts. | Michael Thelen, Ellen Riloff |
| 2000 | IUI | NaturalJava: a natural language interface for programming in Java. | David Price, Ellen Riloff, Joseph L. Zachary, Brandon Harvey |
| 1999 | AAAI | Learning Dictionaries for Information Extraction by Multi-Level Bootstrapping. | Ellen Riloff, Rosie Jones |
| 1999 | ACL | Corpus-Based Identification of Non-Anaphoric Noun Phrases. | David L. Bean, Ellen Riloff |
| 1997 | EMNLP | A Corpus-Based Approach for Building Semantic Lexicons. | Ellen Riloff, Jessica Shepherd |
| 1996 | AAAI | Automatically Generating Extraction Patterns from Untagged Text. | Ellen Riloff |
| 1995 | IJCAI | Using learned extraction patterns for text classification. | Ellen Riloff |
| 1995 | IJCAI | Learning approaches for natural language processing. | Stefan Wermter, Ellen Riloff, Gabriele Scheler |
| 1995 | SIGIR | Little Words Can Make a Big Difference for Text Classification. | Ellen Riloff |
| 1993 | AAAI | Automatically Constructing a Dictionary for Information Extraction Tasks. | Ellen Riloff |
| 1993 | CIKM | Using Cases to Represent Context for Text Classification. | Ellen Riloff |
| 1993 | MuC | UMass/Hughes: description of the CIRCUS system used for MUC-5. | Wendy G. Lehnert, Joseph F. McCarthy, Stephen Soderland, Ellen Riloff, Claire Cardie, Jon Peterson, Fangfang Feng, Charles Dolan, Seth Goldman |
| 1992 | AAAI | Classifying Texts Using Relevancy Signatures. | Ellen Riloff, Wendy G. Lehnert |
| 1992 | MuC | University of Massachusetts: MUC-4 test results and analysis. | Wendy G. Lehnert, Claire Cardie, David Fisher, Joseph F. McCarthy, Ellen Riloff, Stephen Soderland |
| 1992 | MuC | University of Massachusetts: description of the CIRCUS system as used for MUC-4. | Wendy G. Lehnert, Claire Cardie, David Fisher, Joseph F. McCarthy, Ellen Riloff, Stephen Soderland |
| 1992 | NAACL | Classifying Texts using Relevancy Signatures. | Ellen Riloff, Wendy G. Lehnert |
| 1992 | NAACL | Augmenting with Slot Filler Relevancy Signatures Data. | Ellen Riloff, Wendy G. Lehnert |
| 1991 | MuC | Computational aspects of discourse in the context of MUC-3. | Lucja Iwanska, Douglas E. Appelt, Damaris M. Ayuso, Kathy Dahlgren, Bonnie Glover Stalls, Ralph Grishman, George R. Krupka, Christine A. Montgomery, Ellen Riloff |
| 1991 | MuC | University of Massachusetts: MUC-3 test results and analysis. | Wendy G. Lehnert, Claire Cardie, David Fisher, Ellen Riloff, Robert Williams |
| 1991 | MuC | University of Massachusetts: description of the CIRCUS system as used for MUC-3. | Wendy G. Lehnert, Claire Cardie, David Fisher, Ellen Riloff, Robert Williams |