| 2018 | ACL | What Action Causes This? Towards Naive Physical Action-Effect Prediction. | Qiaozi Gao, Shaohua Yang, Joyce Yue Chai, Lucy Vanderwende |
| 2018 | EMNLP | Commonsense Justification for Action Explanation. | Shaohua Yang, Qiaozi Gao, Sari Saba-Sadiya, Joyce Yue Chai |
| 2017 | ACL | Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication. | Lanbo She, Joyce Yue Chai |
| 2016 | AAAI | What's Hot in Human Language Technology: Highlights from NAACL HLT 2015. | Joyce Yue Chai, Anoop Sarkar, Rada Mihalcea |
| 2016 | ACL | Physical Causality of Action Verbs in Grounded Language Understanding. | Qiaozi Gao, Malcolm Doering, Shaohua Yang, Joyce Yue Chai |
| 2016 | ACL | Incremental Acquisition of Verb Hypothesis Space towards Physical World Interaction. | Lanbo She, Joyce Yue Chai |
| 2016 | EMNLP | Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration. | Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He, Song-Chun Zhu, Joyce Yue Chai |
| 2015 | AAAI | Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue. | Changsong Liu, Joyce Yue Chai |
| 2015 | HRI | Embodied Collaborative Referring Expression Generation in Situated Human-Robot Interaction. | Rui Fang, Malcolm Doering, Joyce Yue Chai |
| 2015 | HRI | Exception Handling for Natural Language Control of Robots. | Lanbo She, Yunyi Jia, Ning Xi, Joyce Yue Chai |
| 2014 | ICRA | Perceptive feedback for natural language control of robotic operations. | Yunyi Jia, Ning Xi, Joyce Yue Chai, Yu Cheng, Rui Fang, Lanbo She |
| 2014 | RO-MAN | Teaching Robots New Actions through Natural Language Instructions. | Lanbo She, Yu Cheng, Joyce Yue Chai, Yunyi Jia, Shaohua Yang, Ning Xi |
| 2014 | SIGdial | Back to the Blocks World: Learning New Actions through Situated Human-Robot Dialogue. | Lanbo She, Shaohua Yang, Yu Cheng, Yunyi Jia, Joyce Yue Chai, Ning Xi |
| 2013 | SIGdial | Modeling Collaborative Referring for Situated Referential Grounding. | Changsong Liu, Rui Fang, Lanbo She, Joyce Yue Chai |
| 2012 | ICMI | Integrating word acquisition and referential grounding towards physical world interaction. | Rui Fang, Changsong Liu, Joyce Yue Chai |
| 2012 | IUI | Towards online adaptation and personalization of key-target resizing for mobile devices. | Tyler Baldwin, Joyce Yue Chai |
| 2012 | NAACL | Autonomous Self-Assessment of Autocorrections: Exploring Text Message Dialogues. | Tyler Baldwin, Joyce Yue Chai |
| 2012 | SIGdial | Towards Mediating Shared Perceptual Basis in Situated Dialogue. | Changsong Liu, Rui Fang, Joyce Yue Chai |
| 2011 | ACL | A Joint Model of Implicit Arguments for Nominal Predicates. | Matthew Gerber, Joyce Yue Chai, Robert Bart |
| 2010 | ACL | Beyond NomBank: A Study of Implicit Arguments for Nominal Predicates. | Matthew Gerber, Joyce Yue Chai |
| 2010 | EMNLP | Fusing Eye Gaze with Speech Recognition Hypotheses to Resolve Exophoric References in Situated Dialogue. | Zahar Prasov, Joyce Yue Chai |
| 2010 | EMNLP | Towards Conversation Entailment: An Empirical Investigation. | Chen Zhang, Joyce Yue Chai |
| 2010 | SIGdial | Hand Gestures in Disambiguating Types of You Expressions in Multiparty Meetings. | Tyler Baldwin, Joyce Yue Chai, Katrin Kirchhoff |
| 2009 | NAACL | The Role of Implicit Argumentation in Nominal SRL. | Matthew Gerber, Joyce Yue Chai, Adam Meyers |
| 2009 | SIGdial | The Role of Interactivity in Human-Machine Conversation for Automatic Word Acquisition. | Shaolin Qu, Joyce Yue Chai |
| 2009 | SIGdial | What do We Know about Conversation Participants: Experiments on Conversation Entailment. | Chen Zhang, Joyce Yue Chai |
| 2008 | EMNLP | Incorporating Temporal and Semantic Information with Eye Gaze for Automatic Word Acquisition in Multimodal Conversational Systems. | Shaolin Qu, Joyce Yue Chai |
| 2008 | IUI | What's in a gaze?: the role of eye-gaze in reference resolution in multimodal conversational interfaces. | Zahar Prasov, Joyce Yue Chai |
| 2008 | IUI | Beyond attention: the role of deictic gesture in intention recognition in multimodal conversational interfaces. | Shaolin Qu, Joyce Yue Chai |
| 2007 | ACL | Automated Vocabulary Acquisition and Interpretation in Multimodal Conversational Systems. | Yi Liu, Joyce Yue Chai, Rong Jin |
| 2007 | NAACL | An Exploration of Eye Gaze in Spoken Language Processing for Multimodal Conversational Interfaces. | Shaolin Qu, Joyce Yue Chai |
| 2002 | Interspeech | Operations for context-based multimodal interpretation in conversational systems. | Joyce Yue Chai |
| 2001 | IAAI | Natural Language Sales Assistant - A Web-Based Dialog System for Online Sales. | Joyce Yue Chai, Malgorzata Budzikowska, Veronika Horvath, Nicolas Nicolov, Nanda Kambhatla, Wlodek Zadrozny |
| 2001 | NAACL | Conversational Sales Assistant for Online Shopping. | Margo Stys-Budzikowska, Joyce Yue Chai, Sunil Govindappa, Veronika Horvath, Nanda Kambhatla, Nicolas Nicolov, Wlodek Zadrozny |
| 2000 | Interspeech | A multi-modal dialog system for business transactions. | Joyce Yue Chai, Sylvie Levesque, Malgorzata Budzikowska, Veronika Horvath, Nanda Kambhatla, Nicolas Nicolov, Wlodek Zadrozny |
| 2000 | LREC | Evaluation of a Generic Lexical Semantic Resource in Information Extraction. | Joyce Yue Chai |
| 1999 | AAAI | The Use of Word Sense Disambiguation in an Information Extraction System. | Joyce Yue Chai, Alan W. Biermann |
| 1999 | AAAI | Two Dimensional Generalization in Information Extraction. | Joyce Yue Chai, Alan W. Biermann, Curry I. Guinn |
| 1997 | AAAI | The Role of WordNet in The Creation of a Trainable Message Understanding System. | Amit Bagga, Joyce Yue Chai, Alan W. Biermann |
| 1997 | CoNLL | A Trainable Message Understanding System. | Amit Bagga, Joyce Yue Chai |
| 1997 | ISMIS | A WordNet Based Rule Generalization Engine for Meaning Extraction System. | Joyce Yue Chai, Alan W. Biermann |