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

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

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

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

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)

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)

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

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)

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)

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)

Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System. - Jianguo Zhang 005; Stephen Roller; Kun Qian 016; Zhiwei Liu 001; Rui Meng; Shelby Heinecke; Huan Wang 014; Silvio Savarese; Caiming Xiong (SIGDIAL, 2023)

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)

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)

Consent in Crisis: The Rapid Decline of the AI Data Commons. - Shayne Longpre; Robert Mahari; Ariel Lee; Campbell Lund; Hamidah Oderinwale; William Brannon; Nayan Saxena; Naana Obeng-Marnu; Tobin South; Cole Hunter; Kevin Klyman; Christopher Klamm; et al. (NeurIPS, 2024)

Consent in Crisis: The Rapid Decline of the AI Data Commons. - Shayne Longpre; Robert Mahari; Ariel Lee; Campbell Lund; Hamidah Oderinwale; William Brannon; Nayan Saxena; Naana Obeng-Marnu; Tobin South; Cole Hunter; Kevin Klyman; Christopher Klamm; et al. (CoRR, 2024)

Bridging the Data Provenance Gap Across Text, Speech and Video. - Shayne Longpre; Nikhil Singh 003; Manuel Cherep; Kushagra Tiwary; Joanna Materzynska; William Brannon; Robert Mahari; Manan Dey; Mohammed Hamdy; Nayan Saxena; Ahmad Mustafa Anis; Emad A. Alghamdi; et al. (CoRR, 2024)

Constructing Task-Oriented Dialogue Systems with Limited Resources - Kun Qian 016 (2024)

Bridging the Data Provenance Gap Across Text, Speech, and Video. - Shayne Longpre; Nikhil Singh 003; Manuel Cherep; Kushagra Tiwary; Joanna Materzynska; William Brannon; Robert Mahari; Naana Obeng-Marnu; Manan Dey; Mohammed Hamdy; Nayan Saxena; Ahmad Mustafa Anis; et al. (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)