| 2026 | EACL | CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk Detection. | Grace Byun, Rebecca Lipschutz, Sean T. Minton, Abigail Powers, Jinho D. Choi |
| 2026 | SIGdial | Towards Conversational Patient History-Taking: Voice-Interactive AI Agents for Pre-visit Dementia Diagnostic Interviews. | Andrew G. Breithaupt, Nayoung Choi, James D. Finch, Jeanne M. Powell, Arin L. Nelson, Oz A. Alon, Howard J. Rosen, Jinho D. Choi |
| 2026 | SIGdial | Tinker Tales: A Tangible Dialogue System for Child-AI Co-Creative Storytelling. | Nayoung Choi, Jiseung Hong, Peace Cyebukayire, Ikseon Choi, Jinho D. Choi |
| 2026 | SIGdial | Building Task-Oriented Dialogue Systems via Instruction Guidance without Annotated Data. | Henry Gao, Jinho D. Choi |
| 2026 | SIGdial | PersonaKit (PK): A Plug-and-Play Platform for User Testing Diverse Roles in Simulated Full-Duplex Dialogue. | Hyunbae Jeon, Jinho D. Choi |
| 2025 | ACL | D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models. | Grace Byun, Jinho D. Choi |
| 2025 | ACL | Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots. | Sarah E. Finch, Ellie S. Paek, Ikseon Choi, Jinho D. Choi |
| 2025 | CIKM | Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents. | Nayoung Choi, Grace Byun, Andrew Chung, Ellie S. Paek, Shinsun Lee, Jinho D. Choi |
| 2025 | COLING | Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models. | Sarah E. Finch, Jinho D. Choi |
| 2024 | COLING | Exploring the Impact of Human Evaluator Group on Chat-Oriented Dialogue Evaluation. | Sarah E. Finch, James D. Finch, Jinho D. Choi |
| 2024 | EMNLP | Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking. | James D. Finch, Jinho D. Choi |
| 2024 | EMNLP | Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy. | Liyan Xu, Zhenlin Su, Mo Yu, Jin Xu, Jinho D. Choi, Jie Zhou, Fei Liu |
| 2024 | SIGdial | Transforming Slot Schema Induction with Generative Dialogue State Inference. | James D. Finch, Boxin Zhao, Jinho D. Choi |
| 2024 | SIGdial | Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments. | Sichang Tu, Abigail Powers, Natalie Merrill, Negar Fani, Sierra Carter, Stephen Doogan, Jinho D. Choi |
| 2023 | ACL | Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems. | Sarah E. Finch, James D. Finch, Jinho D. Choi |
| 2023 | ACL | Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach. | Liyan Xu, Chenwei Zhang, Xian Li, Jingbo Shang, Jinho D. Choi |
| 2023 | EMNLP | FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning. | Jaemin Shin, Hyungjun Yoon, Seungjoo Lee, Sungjoon Park, Yunxin Liu, Jinho D. Choi, Sung-Ju Lee |
| 2023 | ICTAI | Aligning Speakers: Evaluating and Visualizing Text-based Speaker Diarization Using Efficient Multiple Sequence Alignment. | Chen Gong, Peilin Wu, Jinho D. Choi |
| 2023 | SIGdial | Leveraging Large Language Models for Automated Dialogue Analysis. | Sarah E. Finch, Ellie S. Paek, Jinho D. Choi |
| 2022 | AAAI | Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph. | Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi |
| 2022 | COLING | Automatic Generation of Large-scale Multi-turn Dialogues from Reddit. | Daniil Huryn, William M. Hutsell, Jinho D. Choi |
| 2022 | NAACL | Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction. | Liyan Xu, Jinho D. Choi |
| 2021 | ADBIS | SMAT: An Attention-Based Deep Learning Solution to the Automation of Schema Matching. | Jing Zhang, Bonggun Shin, Jinho D. Choi, Joyce C. Ho |
| 2021 | EMNLP | The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders. | Han He, Jinho D. Choi |
| 2021 | EMNLP | Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation. | Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi |
| 2021 | EMNLP | UMR-Writer: A Web Application for Annotating Uniform Meaning Representations. | Jin Zhao, Nianwen Xue, Jens E. L. Van Gysel, Jinho D. Choi |
| 2021 | FlAIRS | Evaluation of Unsupervised Entity and Event Salience Estimation. | Jiaying Lu, Jinho D. Choi |
| 2020 | AAAI | Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings (Student Abstract). | Xinyi Jiang, Zhengzhe Yang, Jinho D. Choi |
| 2020 | AAAI | Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract). | Hang Jiang, Xianzhe Zhang, Jinho D. Choi |
| 2020 | ACL | Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering. | Changmao Li, Jinho D. Choi |
| 2020 | EMNLP | Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models. | Changmao Li, Elaine Fisher, Rebecca Thomas, Steve Pittard, Vicki Hertzberg, Jinho D. Choi |
| 2020 | EMNLP | Revealing the Myth of Higher-Order Inference in Coreference Resolution. | Liyan Xu, Jinho D. Choi |
| 2020 | FlAIRS | Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT. | Han He, Jinho D. Choi |
| 2020 | IJCNLP | Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease. | Renxuan Albert Li, Ihab Hajjar, Felicia Goldstein, Jinho D. Choi |
| 2020 | SIGdial | Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols. | Sarah E. Finch, Jinho D. Choi |
| 2020 | SIGdial | Emora STDM: A Versatile Framework for Innovative Dialogue System Development. | James D. Finch, Jinho D. Choi |
| 2019 | IJCAI | The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning. | Bonggun Shin, Hao Yang, Jinho D. Choi |
| 2019 | SIGdial | FriendsQA: Open-Domain Question Answering on TV Show Transcripts. | Zhengzhe Yang, Jinho D. Choi |
| 2018 | AAAI | Emotion Detection on TV Show Transcripts with Sequence-Based Convolutional Neural Networks. | Sayyed M. Zahiri, Jinho D. Choi |
| 2018 | COLING | They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking. | Ethan Zhou, Jinho D. Choi |
| 2018 | LREC | Building Universal Dependency Treebanks in Korean. | Jayeol Chun, Na-Rae Han, Jena D. Hwang, Jinho D. Choi |
| 2018 | NAACL | Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog. | Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi |
| 2017 | ACL | Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks. | Kaixin Ma, Catherine Xiao, Jinho D. Choi |
| 2017 | CoNLL | Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts. | Henry Y. Chen, Ethan Zhou, Jinho D. Choi |
| 2017 | IJCNN | Classification of radiology reports using neural attention models. | Bonggun Shin, Falgun H. Chokshi, Timothy Lee, Jinho D. Choi |
| 2016 | AAAI | Intrinsic and Extrinsic Evaluations of Word Embeddings. | Michael Zhai, Johnny Tan, Jinho D. Choi |
| 2016 | ACL | QA-It: Classifying Non-Referential It for Question Answer Pairs. | Timothy Lee, Alex Lutz, Jinho D. Choi |
| 2016 | ICTAI | SelQA: A New Benchmark for Selection-Based Question Answering. | Tomasz Jurczyk, Michael Zhai, Jinho D. Choi |
| 2016 | NAACL | Dynamic Feature Induction: The Last Gist to the State-of-the-Art. | Jinho D. Choi |
| 2016 | SIGdial | Character Identification on Multiparty Conversation: Identifying Mentions of Characters in TV Shows. | Yu-Hsin Chen, Jinho D. Choi |
| 2015 | ACL | It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool. | Jinho D. Choi, Joel R. Tetreault, Amanda Stent |
| 2015 | IUI | Real-Time Community Question Answering: Exploring Content Recommendation and User Notification Strategies. | Qiaoling Liu, Tomasz Jurczyk, Jinho D. Choi, Eugene Agichtein |
| 2015 | NAACL | Semantics-based Graph Approach to Complex Question-Answering. | Tomasz Jurczyk, Jinho D. Choi |
| 2015 | NAACL | Computational Exploration to Linguistic Structures of Future: Classification and Categorization. | Aiming Ni, Jinho D. Choi, Jason Shepard, Phillip Wolff |
| 2013 | ACL | Transition-based Dependency Parsing with Selectional Branching. | Jinho D. Choi, Andrew McCallum |
| 2013 | CoNLL | Dynamic Knowledge-Base Alignment for Coreference Resolution. | Jiaping Zheng, Luke Vilnis, Sameer Singh, Jinho D. Choi, Andrew McCallum |
| 2012 | ACL | Fast and Robust Part-of-Speech Tagging Using Dynamic Model Selection. | Jinho D. Choi, Martha Palmer |
| 2012 | LREC | Empty Argument Insertion in the Hindi PropBank. | Ashwini Vaidya, Jinho D. Choi, Martha Palmer, Bhuvana Narasimhan |
| 2011 | ACL | Getting the Most out of Transition-based Dependency Parsing. | Jinho D. Choi, Martha Palmer |
| 2011 | ACL | Transition-based Semantic Role Labeling Using Predicate Argument Clustering. | Jinho D. Choi, Martha Palmer |
| 2010 | LREC | Propbank Instance Annotation Guidelines Using a Dedicated Editor, Jubilee. | Jinho D. Choi, Claire Bonial, Martha Palmer |
| 2010 | LREC | Propbank Frameset Annotation Guidelines Using a Dedicated Editor, Cornerstone. | Jinho D. Choi, Claire Bonial, Martha Palmer |
| 2010 | NAACL | Multilingual Propbank Annotation Tools: Cornerstone and Jubilee. | Jinho D. Choi, Claire Bonial, Martha Palmer |