| 2019 | CVPR | Explainable AI as Collaborative Task Solving. | Arjun R. Akula, Changsong Liu, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu |
| 2019 | CVPR | Natural Language Interaction with Explainable AI Models. | Arjun R. Akula, Sinisa Todorovic, Joyce Y. Chai, Song-Chun Zhu |
| 2018 | IJCAI | Language to Action: Towards Interactive Task Learning with Physical Agents. | Joyce Y. Chai, Qiaozi Gao, Lanbo She, Shaohua Yang, Sari Saba-Sadiya, Guangyue Xu |
| 2016 | AAAI | Task Learning through Visual Demonstration and Situated Dialogue. | Changsong Liu, Joyce Y. Chai, Nishant Shukla, Song-Chun Zhu |
| 2016 | NAACL | Grounded Semantic Role Labeling. | Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-Chun Zhu, Joyce Y. Chai |
| 2014 | AAAI | Collaborative Models for Referring Expression Generation in Situated Dialogue. | Rui Fang, Malcolm Doering, Joyce Y. Chai |
| 2014 | ACL | Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse. | Changsong Liu, Lanbo She, Rui Fang, Joyce Y. Chai |
| 2014 | HRI | Collaborative effort towards common ground in situated human-robot dialogue. | Joyce Y. Chai, Lanbo She, Rui Fang, Spencer Ottarson, Cody Littley, Changsong Liu, Kenneth Hanson |
| 2013 | EMNLP | Towards Situated Dialogue: Revisiting Referring Expression Generation. | Rui Fang, Changsong Liu, Lanbo She, Joyce Y. Chai |
| 2011 | IJCNLP | Beyond Normalization: Pragmatics of Word Form in Text Messages. | Tyler Baldwin, Joyce Y. Chai |
| 2010 | IUI | Workshop: eye gaze in intelligent human machine interaction. | Elisabeth Andr, Joyce Y. Chai |
| 2009 | ICMI | Communicative gestures in coreference identification in multiparty meetings. | Tyler Baldwin, Joyce Y. Chai, Katrin Kirchhoff |
| 2009 | ICMI | Between linguistic attention and gaze fixations inmultimodal conversational interfaces. | Rui Fang, Joyce Y. Chai, Fernanda Ferreira |
| 2006 | ACL | Towards Conversational QA: Automatic Identification of Problematic Situations and User Intent. | Joyce Y. Chai, Chen Zhang, Tyler Baldwin |
| 2006 | ICMI | Salience modeling based on non-verbal modalities for spoken language understanding. | Shaolin Qu, Joyce Y. Chai |
| 2006 | IUI | Towards intelligent QA interfaces: discourse processing for context questions. | Mingyu Sun, Joyce Y. Chai |
| 2006 | SIGIR | Automated performance assessment in interactive QA. | Joyce Y. Chai, Tyler Baldwin, Chen Zhang |
| 2005 | ICML | Learn to weight terms in information retrieval using category information. | Rong Jin, Joyce Y. Chai, Luo Si |
| 2005 | IUI | Linguistic theories in efficient multimodal reference resolution: an empirical investigation. | Joyce Y. Chai, Zahar Prasov, Joseph Blaim, Rong Jin |
| 2005 | NAACL | A Salience Driven Approach to Robust Input Interpretation in Multimodal Conversational Systems. | Joyce Y. Chai, Shaolin Qu |
| 2005 | SIGIR | Study of cross lingual information retrieval using on-line translation systems. | Rong Jin, Joyce Y. Chai |
| 2005 | SIGIR | A maximum coherence model for dictionary-based cross-language information retrieval. | Yi Liu, Rong Jin, Joyce Y. Chai |
| 2005 | SIGIR | User term feedback in interactive text-based image retrieval. | Chen Zhang, Joyce Y. Chai, Rong Jin |
| 2004 | ACL | Optimization in Multimodal Interpretation. | Joyce Y. Chai, Pengyu Hong, Michelle X. Zhou, Zahar Prasov |
| 2004 | CIKM | Regularizing translation models for better automatic image annotation. | Feng Kang, Rong Jin, Joyce Y. Chai |
| 2004 | IUI | A probabilistic approach to reference resolution in multimodal user interfaces. | Joyce Y. Chai, Pengyu Hong, Michelle X. Zhou |
| 2004 | NAACL | Performance Evaluation and Error Analysis for Multimodal Reference Resolution in a Conversation System. | Joyce Y. Chai, Zahar Prasov, Pengyu Hong |
| 2004 | SIGIR | An automatic weighting scheme for collaborative filtering. | Rong Jin, Joyce Y. Chai, Luo Si |
| 2002 | COLING | Semantics-based Representation for Multimodal Interpretation in Conversational Systems. | Joyce Y. Chai |
| 2002 | ICMI | Context-Based Multimodal Input Understanding in Conversational Systems. | Joyce Y. Chai, Shimei Pan, Michelle X. Zhou, Keith Houck |
| 2001 | NAACL | A Conversational Interface for Online Shopping. | Joyce Y. Chai, Veronika Horvath, Nanda Kambhatla, Nicolas Nicolov, Margo Stys-Budzikowska |