Automatic Prediction of Friendship via Multi-model Dyadic Features. - Zhou Yu 005; David Gerritsen; Amy Ogan; Alan W. Black; Justine Cassell (SIGDIAL Conference, 2013)

TickTock: A Non-Goal-Oriented Multimodal Dialog System with Engagement Awareness. - Zhou Yu 005; Alexandros Papangelis; Alexander I. Rudnicky (AAAI Spring Symposia, 2015)

Using bidirectional lstm recurrent neural networks to learn high-level abstractions of sequential features for automated scoring of non-native spontaneous speech. - Zhou Yu 005; Vikram Ramanarayanan; David Suendermann-Oeft; Xinhao Wang; Klaus Zechner; Lei Chen 004; Jidong Tao; Aliaksei Ivanou; Yao Qian (ASRU, 2015)

User Engagement Study with Virtual Agents Under Different Cultural Contexts. - Zhou Yu 005; Xinrui He; Alan W. Black; Alexander I. Rudnicky (IVA, 2016)

Multimodal HALEF: An Open-Source Modular Web-Based Multimodal Dialog Framework. - Zhou Yu 005; Vikram Ramanarayanan; Robert Mundkowsky; Patrick L. Lange; Alexei V. Ivanov; Alan W. Black; David Suendermann-Oeft (IWSDS, 2016)

A Wizard-of-Oz Study on A Non-Task-Oriented Dialog Systems That Reacts to User Engagement. - Zhou Yu 005; Leah Nicolich-Henkin; Alan W. Black; Alexander I. Rudnicky (SIGDIAL Conference, 2016)

Strategy and Policy Learning for Non-Task-Oriented Conversational Systems. - Zhou Yu 005; Ziyu Xu 001; Alan W. Black; Alexander I. Rudnicky (SIGDIAL Conference, 2016)

Learning Conversational Systems that Interleave Task and Non-Task Content. - Zhou Yu 005; Alexander I. Rudnicky; Alan W. Black (IJCAI, 2017)

An Open-Source Dialog System with Real-Time Engagement Tracking for Job Interview Training Applications. - Zhou Yu 005; Vikram Ramanarayanan; Patrick L. Lange; David Suendermann-Oeft (IWSDS, 2017)

A Visual Attention Grounding Neural Model for Multimodal Machine Translation. - Mingyang Zhou 004; Runxiang Cheng; Yong Jae Lee; Zhou Yu 005 (EMNLP, 2018)

EIS: A Wearable Device for Epidermal American Sign Language Recognition. - Zijie Zhu; Xuewei Wang; Aakaash Kapoor; Zhichao Zhang; Tingrui Pan; Zhou Yu 005 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Domain Adaptive Dialog Generation via Meta Learning. - Kun Qian 016; Zhou Yu 005 (ACL (1), 2019)

Human-Agent Communication: Connecting Research and Development in HCI and AI. - Q. Vera Liao; Yi-Chia Wang; Timothy W. Bickmore; Pascale Fung; Jonathan Grudin; Zhou Yu 005; Michelle X. Zhou (CSCW Companion, 2019)

Using Dilated Residual Network to Model Distantly Supervised Relation Extraction. - Lei Zhan; Yan Yang 008; Pinpin Zhu; Liang He 001; Zhou Yu 005 (DASFAA (3), 2019)

Dependency Parsing for Spoken Dialog Systems. - Sam Davidson; Dian Yu 002; Zhou Yu 005 (EMNLP/IJCNLP (1), 2019)

How to Build User Simulators to Train RL-based Dialog Systems. - Weiyan Shi; Kun Qian 016; Xuewei Wang; Zhou Yu 005 (EMNLP/IJCNLP (1), 2019)

Gunrock: A Social Bot for Complex and Engaging Long Conversations. - Dian Yu 002; Michelle Cohn; Yi Mang Yang; Chun-Yen Chen; Weiming Wen; Jiaping Zhang; Mingyang Zhou 004; Kevin Jesse; Austin Chau; Antara Bhowmick; Shreenath Iyer; Giritheja Sreenivasulu; et al. (EMNLP/IJCNLP (3), 2019)

Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation. - Mingyang Zhou 004; Josh Arnold; Zhou Yu 005 (EMNLP/IJCNLP (1), 2019)

Dependent Multilevel Interaction Network for Natural Language Inference. - Yun Li; Yan Yang 008; Yong Deng; Qinmin Vivian Hu; Chengcai Chen; Liang He 001; Zhou Yu 005 (ICANN (4), 2019)

Knowledge Adaptive Neural Network for Natural Language Inference. - Qi Zhang 001; Yan Yang 008; Chengcai Chen; Liang He 001; Zhou Yu 005 (IJCNN, 2019)

User-aware conversational agents. - Q. Vera Liao; Michal Shmueli-Scheuer; Tsung-Hsien (Shawn) Wen; Zhou Yu 005 (IUI Companion, 2019)

Commonsense and Semantic-Guided Navigation through Language in Embodied Environment. - Dian Yu 002; Chandra Khatri; Alexandros Papangelis; Andrea Madotto; Mahdi Namazifar; Joost Huizinga; Adrien Ecoffet; Huaixiu Zheng; Piero Molino; Jeff Clune; Zhou Yu 005; Kenji Sagae; et al. (ViGIL@NeurIPS, 2019)

A Large-Scale User Study of an Alexa Prize Chatbot: Effect of TTS Dynamism on Perceived Quality of Social Dialog. - Michelle Cohn; Chun-Yen Chen; Zhou Yu 005 (SIGdial, 2019)

MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations. - Dian Yu 002; Zhou Yu 005 (CoRR, 2019)

End-to-End Trainable Non-Collaborative Dialog System. - Yu Li 013; Kun Qian 016; Weiyan Shi; Zhou Yu 005 (AAAI, 2020)

MOSS: End-to-End Dialog System Framework with Modular Supervision. - Weixin Liang; Youzhi Tian; Chengcai Chen; Zhou Yu 005 (AAAI, 2020)

Filling Conversation Ellipsis for Better Social Dialog Understanding. - Xiyuan Zhang 001; Chengxi Li 002; Dian Yu 002; Samuel Davidson; Zhou Yu 005 (AAAI, 2020)

Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context. - Yichi Zhang 001; Zhijian Ou; Zhou Yu 005 (AAAI, 2020)

Paraphrase Augmented Task-Oriented Dialog Generation. - Silin Gao; Yichi Zhang 001; Zhijian Ou; Zhou Yu 005 (ACL, 2020)

SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing. - Jiaying Hu; Yan Yang 008; Chencai Chen; Liang He 001; Zhou Yu 005 (ACL, 2020)

Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry Strategies. - Weiyan Shi; Xuewei Wang; Yoojung Oh; Jingwen Zhang; Saurav Sahay; Zhou Yu 005 (CHI, 2020)

A Multi-Persona Chatbot for Hotline Counselor Training. - Orianna Demasi; Yu Li 013; Zhou Yu 005 (EMNLP (Findings), 2020)

INSPIRED: Toward Sociable Recommendation Dialog Systems. - Shirley Anugrah Hayati; Dongyeop Kang; Qingxiaoyang Zhu; Weiyan Shi; Zhou Yu 005 (EMNLP (1), 2020)

Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History. - Yiheng Zhou; Yulia Tsvetkov; Alan W. Black; Zhou Yu 005 (ICLR, 2020)

Code to Comment "Translation": Data, Metrics, Baselining & Evaluation. - David Gros 001; Hariharan Sezhiyan; Prem Devanbu; Zhou Yu 005 (ASE, 2020)

Generating Emotional Social Chatbot Responses with a Consistent Speaking Style. - Jun Zhang 098; Yan Yang 008; Chengcai Chen; Liang He 001; Zhou Yu 005 (NLPCC (2), 2020)

DAFA: Dialog System Domain Adaptation With a Filter and an Amplifier. - Jianfeng Yu; Yan Yang 008; Chengcai Chen; Liang He 001; Zhou Yu 005 (IEEE Access, 2020)

Memformer: The Memory-Augmented Transformer. - Qingyang Wu; Zhenzhong Lan; Jing Gu; Zhou Yu 005 (CoRR, 2020)

Gunrock 2.0: A User Adaptive Social Conversational System. - Kaihui Liang; Austin Chau; Yu Li 013; Xueyuan Lu; Dian Yu 002; Mingyang Zhou 004; Ishan Jain; Sam Davidson; Josh Arnold; Minh Nguyen; Zhou Yu 005 (CoRR, 2020)

A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting. - Kun Qian 016; Wei Wei; Zhou Yu 005 (AAAI, 2021)

The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity. - David Gros 001; Yu Li 013; Zhou Yu 005 (ACL/IJCNLP (1), 2021)

LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing. - Yu Li 013; Josh Arnold; Feifan Yan; Weiyan Shi; Zhou Yu 005 (ACL (demo), 2021)

HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations. - Weixin Liang; Kaihui Liang; Zhou Yu 005 (ACL/IJCNLP (1), 2021)

Towards Emotional Support Dialog Systems. - Siyang Liu 003; Chujie Zheng; Orianna Demasi; Sahand Sabour; Yu Li 013; Zhou Yu 005; Yong Jiang 001; Minlie Huang (ACL/IJCNLP (1), 2021)

UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training. - Mingyang Zhou 004; Luowei Zhou; Shuohang Wang; Yu Cheng 001; Linjie Li; Zhou Yu 005; Jingjing Liu 001 (CVPR, 2021)

Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models. - Qingyang Wu; Yichi Zhang 001; Yu Li 013; Zhou Yu 005 (EACL, 2021)

MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations. - Dian Yu 002; Zhou Yu 005 (EACL, 2021)

Zero-Shot Dialogue State Tracking via Cross-Task Transfer. - Zhaojiang Lin; Bing Liu; Andrea Madotto; Seungwhan Moon; Zhenpeng Zhou; Paul A. Crook; Zhiguang Wang; Zhou Yu 005; Eunjoon Cho; Rajen Subba; Pascale Fung (EMNLP (1), 2021)

Continual Learning in Task-Oriented Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Zhenpeng Zhou; Seungwhan Moon; Paul A. Crook; Bing Liu; Zhou Yu 005; Eunjoon Cho; Pascale Fung; Zhiguang Wang (EMNLP (1), 2021)

Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration. - Weiyan Shi; Yu Li 013; Saurav Sahay; Zhou Yu 005 (EMNLP (Findings), 2021)

Attribute Alignment: Controlling Text Generation from Pre-trained Language Models. - Dian Yu 002; Zhou Yu 005; Kenji Sagae (EMNLP (Findings), 2021)

KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals. - Jun Zhang 098; Yan Yang 008; Chencai Chen; Liang He 001; Zhou Yu 005 (EMNLP (Findings), 2021)

Evaluation of In-Person Counseling Strategies To Develop Physical Activity Chatbot for Women. - Kaihui Liang; Patrick L. Lange; Yoo Jung Oh; Jingwen Zhang; Yoshimi Fukuoka; Zhou Yu 005 (SIGDIAL, 2021)

Annotation Inconsistency and Entity Bias in MultiWOZ. - Kun Qian 016; Ahmad Beirami; Zhouhan Lin; Ankita De; Alborz Geramifard; Zhou Yu 005; Chinnadhurai Sankar (SIGDIAL, 2021)

Revealing Persona Biases in Dialogue Systems. - Emily Sheng; Josh Arnold; Zhou Yu 005; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2021)

DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems. - Yu Li 013; Shirley Anugrah Hayati; Weiyan Shi; Zhou Yu 005 (CoRR, 2021)

Discovering Chatbot's Self-Disclosure's Impact on User Trust, Affinity, and Recommendation Effectiveness. - Kaihui Liang; Weiyan Shi; Yoojung Oh; Jingwen Zhang; Zhou Yu 005 (CoRR, 2021)

AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All. - Lei Zuo; Kun Qian 016; Bowen Yang; Zhou Yu 005 (CoRR, 2021)

Insta-VAX: A Multimodal Benchmark for Anti-Vaccine and Misinformation Posts Detection on Social Media. - Mingyang Zhou 004; Mahasweta Chakraborti; Sijia Qian; Zhou Yu 005; Jingwen Zhang (CoRR, 2021)

Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. - Ying Xu; Dakuo Wang; Mo Yu; Daniel Ritchie; Bingsheng Yao; Tongshuang Wu; Zheng Zhang 043; Toby Jia-Jun Li; Nora Bradford; Branda Sun; Tran Bao Hoang; Yisi Sang; et al. (ACL (1), 2022)

Effects of Emotional Expressiveness on Voice Chatbot Interactions. - Qingxiaoyang Zhu; Austin Chau; Michelle Cohn; Kaihui Liang; Hao-Chuan Wang; Georgia Zellou; Zhou Yu 005 (CUI, 2022)

Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment. - Mingyang Zhou 004; Licheng Yu; Amanpreet Singh; Mengjiao Wang 002; Zhou Yu 005; Ning Zhang (CVPR, 2022)

Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems. - David Gros 001; Yu Li 013; Zhou Yu 005 (EMNLP, 2022)

Focus! Relevant and Sufficient Context Selection for News Image Captioning. - Mingyang Zhou 004; Grace Luo; Anna Rohrbach; Zhou Yu 005 (EMNLP (Findings), 2022)

Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue. - Maximillian Chen; Weiyan Shi; Feifan Yan; Ryan Hou; Jingwen Zhang; Saurav Sahay; Zhou Yu 005 (AACL/IJCNLP (1), 2022)

Memformer: A Memory-Augmented Transformer for Sequence Modeling. - Qingyang Wu; Zhenzhong Lan; Kun Qian 016; Jing Gu; Alborz Geramifard; Zhou Yu 005 (AACL/IJCNLP (Findings), 2022)

Using Chatbots to Teach Languages. - Yu Li 013; Chun-Yen Chen; Dian Yu 002; Sam Davidson; Ryan Hou; Xun Yuan 002; Yinghua Tan; Derek Pham; Zhou Yu 005 (L@S, 2022)

ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction. - Xun Yuan 002; Derek Pham; Sam Davidson; Zhou Yu 005 (NAACL-HLT, 2022)

Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation. - Yu Li 013; Baolin Peng; Yelong Shen; Yi Mao; Lars Liden; Zhou Yu 005; Jianfeng Gao 001 (NAACL-HLT, 2022)

Database Search Results Disambiguation for Task-Oriented Dialog Systems. - Kun Qian 016; Satwik Kottur; Ahmad Beirami; Shahin Shayandeh; Paul A. Crook; Alborz Geramifard; Zhou Yu 005; Chinnadhurai Sankar (NAACL-HLT, 2022)

Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta-Information. - Bowen Yang; Cong Han; Yu Li 013; Lei Zuo; Zhou Yu 005 (NAACL-HLT (Findings), 2022)

Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment. - Mingyang Zhou 004; Licheng Yu; Amanpreet Singh; Mengjiao Wang 002; Zhou Yu 005; Ning Zhang (CoRR, 2022)

Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges. - Shikib Mehri; Jinho Choi; Luis Fernando D'Haro; Jan Deriu; Maxine Eskénazi; Milica Gasic; Kallirroi Georgila; Dilek Hakkani-Tur; Zekang Li; Verena Rieser; Samira Shaikh; David R. Traum; et al. (CoRR, 2022)

GODEL: Large-Scale Pre-Training for Goal-Directed Dialog. - Baolin Peng; Michel Galley; Pengcheng He; Chris Brockett; Lars Liden; Elnaz Nouri; Zhou Yu 005; Bill Dolan; Jianfeng Gao 001 (CoRR, 2022)

Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding. - Maximillian Chen; Alexandros Papangelis; Chenyang Tao; Andy Rosenbaum; Seokhwan Kim; Yang Liu 004; Zhou Yu 005; Dilek Hakkani-Tur (CoRR, 2022)

Reinforced Language Modeling for End-to-End Task Oriented Dialog. - Xiao Yu 011; Qingyang Wu; Kun Qian 016; Zhou Yu 005 (CoRR, 2022)

Spoken language interaction with robots: Recommendations for future research. - Matthew Marge; Carol Y. Espy-Wilson; Nigel G. Ward; Abeer Alwan; Yoav Artzi; Mohit Bansal; Gilmer L. Blankenship; Joyce Chai; Hal Daumé III; Debadeepta Dey; Mary P. Harper; Thomas Howard; et al. (Comput. Speech Lang., 2022)

Controllable Mixed-Initiative Dialogue Generation through Prompting. - Maximillian Chen; Xiao Yu 011; Weiyan Shi; Urvi Awasthi; Zhou Yu 005 (ACL (2), 2023)

DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization. - Yu Li 013; Baolin Peng; Pengcheng He; Michel Galley; Zhou Yu 005; Jianfeng Gao 001 (ACL (1), 2023)

State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking. - Ming Gu; Yan Yang 008; Chengcai Chen; Zhou Yu 005 (ACML, 2023)

User Adaptive Language Learning Chatbots with a Curriculum. - Kun Qian 016; Ryan Shea; Yu Li 013; Luke Kutszik Fryer; Zhou Yu 005 (AIED (Posters/Late Breaking Results/...), 2023)

GrounDialog: A Dataset for Repair and Grounding in Task-oriented Spoken Dialogues for Language Learning. - Xuanming Zhang; Rahul Divekar; Rutuja Ubale; Zhou Yu 005 (BEA@ACL, 2023)

FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric. - Maximillian Chen; Caitlyn Chen; Xiao Yu 011; Zhou Yu 005 (EACL, 2023)

PLACES: Prompting Language Models for Social Conversation Synthesis. - Maximillian Chen; Alexandros Papangelis; Chenyang Tao; Seokhwan Kim; Andy Rosenbaum; Yang Liu 004; Zhou Yu 005; Dilek Hakkani-Tur (EACL (Findings), 2023)

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking. - Derek Chen; Kun Qian 016; Zhou Yu 005 (EACL (Findings), 2023)

Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning. - Xiao Yu 011; Maximillian Chen; Zhou Yu 005 (EMNLP, 2023)

KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning. - Xiao Yu 011; Qingyang Wu; Kun Qian 016; Zhou Yu 005 (EMNLP, 2023)

Learning a Better Initialization for Soft Prompts via Meta-Learning. - Yukun Huang; Kun Qian 016; Zhou Yu 005 (IJCNLP (2), 2023)

Pre-Finetuning for Few-Shot Emotional Speech Recognition. - Maximillian Chen; Zhou Yu 005 (INTERSPEECH, 2023)

Learning Joint Policies for Human-Robot Dialog and Co-Navigation. - Yohei Hayamizu; Zhou Yu 005; Shiqi Zhang 001 (IROS, 2023)

Towards Next-Generation Intelligent Assistants Leveraging LLM Techniques. - Xin Luna Dong; Seungwhan Moon; Yifan Ethan Xu; Kshitiz Malik; Zhou Yu 005 (KDD, 2023)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback. - Baolin Peng; Michel Galley; Pengcheng He; Hao Cheng 002; Yujia Xie; Yu Hu; Qiuyuan Huang; Lars Liden; Zhou Yu 005; Weizhu Chen; Jianfeng Gao 001 (CoRR, 2023)

AI Safety Subproblems for Software Engineering Researchers. - David Gros 001; Prem Devanbu; Zhou Yu 005 (CoRR, 2023)

IdEALS: Idiomatic Expressions for Advancement of Language Skills. - Narutatsu Ri; Bill Sun; Sam Davidson; Zhou Yu 005 (CoRR, 2023)

ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution. - Xuanming Zhang; Zixun Chen; Zhou Yu 005 (ACL (Findings), 2024)

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI. - Jianguo Zhang 005; Kun Qian 016; Zhiwei Liu 001; Shelby Heinecke; Rui Meng; Ye Liu 006; Zhou Yu 005; Huan Wang 014; Silvio Savarese; Caiming Xiong (EACL (Findings), 2024)

VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation. - Kun Qian 016; Shunji Wan; Claudia Tang; Youzhi Wang; Xuanming Zhang; Maximillian Chen; Zhou Yu 005 (EMNLP (Findings), 2024)

A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies. - Ryan Shea; Zhou Yu 005 (EMNLP (Findings), 2024)

LIONs: An Empirically Optimized Approach to Align Language Models. - Xiao Yu 011; Qingyang Wu; Yu Li 013; Zhou Yu 005 (EMNLP, 2024)

DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting. - Xuanming Zhang; Anthony Diaz; Zixun Chen; Qingyang Wu; Kun Qian 016; Erik Voss; Zhou Yu 005 (EMNLP, 2024)

MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. - Ansel Blume; Khanh Duy Nguyen; Zhenhailong Wang; Yangyi Chen; Michal Shlapentokh-Rothman; Xiaomeng Jin; Jeonghwan Kim; Zhen Zhu 006; Jiateng Liu; Kuan-Hao Huang; Mankeerat Sidhu; Xuanming Zhang; et al. (ACM Multimedia, 2024)

Teaching Language Models to Self-Improve through Interactive Demonstrations. - Xiao Yu 011; Baolin Peng; Michel Galley; Jianfeng Gao 001; Zhou Yu 005 (NAACL-HLT, 2024)

ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning. - Xiao Yu 011; Jinzhong Zhang 002; Zhou Yu 005 (RecSys, 2024)

Curriculum-Driven Edubot: A Framework for Developing Language Learning Chatbots through Synthesizing Conversational Data. - Yu Li 013; Shang Qu; Jili Shen; Shangchao Min; Zhou Yu 005 (SIGDIAL, 2024)

Dialoging Resonance in Human-Chatbot Conversation: How Users Perceive and Reciprocate Recommendation Chatbot's Self-Disclosure Strategy. - Kaihui Liang; Weiyan Shi; Yoo Jung Oh; Hao-Chuan Wang; Jingwen Zhang; Zhou Yu 005 (Proc. ACM Hum. Comput. Interact., 2024)

ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining. - Xiao Yu 011; Ruize Xu; Chengyuan Xue; Jinzhong Zhang 002; Xu Ma; Zhou Yu 005 (ACL (Findings), 2025)

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning. - Xiao Yu 011; Baolin Peng; Vineeth Vajipey; Hao Cheng 002; Michel Galley; Jianfeng Gao 001; Zhou Yu 005 (ICLR, 2025)

Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts. - Kun Qian 016; Maximillian Chen; Siyan Li; Arpit Sharma 001; Zhou Yu 005 (NAACL (Short Papers), 2025)

Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents. - Xiao Yu 011; Baolin Peng; Ruize Xu; Michel Galley; Hao Cheng 002; Suman Nath; Jianfeng Gao 001; Zhou Yu 005 (CoRR, 2025)