Baolin Peng

151 papers A* 19A 1B 5C 1Misc 4Journal 88Unranked 33
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reinforcement World Model Learning for LLM-based Agents.
CoRR
Xiao Yu, Baolin Peng, Ruize Xu, Yelong Shen, Pengcheng He, Suman Nath, Nikhil Singh, Jiangfeng Gao, Zhou Yu
2025 J jnl
Adapting Web Agents with Synthetic Supervision.
CoRR
Zhaoyang Wang, Yiming Liang, Xuchao Zhang, Qianhui Wu, Siwei Han, Anson Bastos, Rujia Wang, Chetan Bansal, Baolin Peng, Jianfeng Gao, Saravan Rajmohan, Huaxiu Yao
2025 A* conf
CollabLLM: From Passive Responders to Active Collaborators.
ICML
Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, Jure Leskovec, Jianfeng Gao
2025 J jnl
CollabLLM: From Passive Responders to Active Collaborators.
CoRR
Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, Jure Leskovec, Jianfeng Gao
2025 J jnl
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation.
CoRR
Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, Yelong Shen
2025 J jnl
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents.
CoRR
Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao
2025 J jnl
Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents.
CoRR
Xiao Yu, Baolin Peng, Ruize Xu, Michel Galley, Hao Cheng, Suman Nath, Jianfeng Gao, Zhou Yu
2025 B conf
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models.
COLING
Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu
2025 A* conf
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning.
ICLR
Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
2025 J jnl
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents.
CoRR
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
2025 A* conf
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning.
ICLR
Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
2025 A* conf
Latent Action Pretraining from Videos.
ICLR
Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Se June Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo
2025 A* conf
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning.
AAAI
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu
2025 A* conf
Magma: A Foundation Model for Multimodal AI Agents.
CVPR
Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Jianfeng Gao
2025 J jnl
Magma: A Foundation Model for Multimodal AI Agents.
CoRR
Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Lars Liden, Jianfeng Gao
2025 J jnl
Multimodal Reinforcement Learning with Agentic Verifier for AI Agents.
CoRR
Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
2025 J jnl
On the Emergence of Thinking in LLMs I: Searching for the Right Intuition.
CoRR
Guanghao Ye, Khiem Duc Pham, Xinzhi Zhang, Sivakanth Gopi, Baolin Peng, Beibin Li, Janardhan Kulkarni, Huseyin A. Inan
2025 J jnl
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math.
CoRR
Haoran Xu, Baolin Peng, Hany Awadalla, Dongdong Chen, Yen-Chun Chen, Mei Gao, Young Jin Kim, Yunsheng Li, Liliang Ren, Yelong Shen, Shuohang Wang, Weijian Xu, Jianfeng Gao, Weizhu Chen
2025 J jnl
Reinforcement Learning for Reasoning in Large Language Models with One Training Example.
CoRR
Yiping Wang, Qing Yang, Zhiyuan Zeng, Liliang Ren, Lucas Liu, Baolin Peng, Hao Cheng, Xuehai He, Kuan Wang, Jianfeng Gao, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, Yelong Shen
2025 — conf
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching.
ACL (Findings)
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen M. Meng
2025 A* conf
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
EMNLP
Yao Dou, Michel Galley, Baolin Peng, Chris Kedzie, Weixin Cai, Alan Ritter, Chris Quirk, Wei Xu, Jianfeng Gao
2025 J jnl
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
CoRR
Yao Dou, Michel Galley, Baolin Peng, Chris Kedzie, Weixin Cai, Alan Ritter, Chris Quirk, Wei Xu, Jianfeng Gao
2025 J jnl
ThetaEvolve: Test-time Learning on Open Problems.
CoRR
Yiping Wang, Shao-Rong Su, Zhiyuan Zeng, Eva Xu, Liliang Ren, Xinyu Yang, Zeyi Huang, Xuehai He, Luyao Ma, Baolin Peng, Hao Cheng, Pengcheng He, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, Yelong Shen
2024 J jnl
Collaborative decoding of critical tokens for boosting factuality of large language models.
CoRR
Lifeng Jin, Baolin Peng, Linfeng Song, Haitao Mi, Ye Tian, Dong Yu
2024 J jnl
Conceptual and Unbiased Reasoning in Language Models.
CoRR
Ben Zhou, Hongming Zhang, Sihao Chen, Dian Yu, Hongwei Wang, Baolin Peng, Dan Roth, Dong Yu
2024 J jnl
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models.
CoRR
Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu
2024 A* conf
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection.
EMNLP
Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan
2024 J jnl
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning.
CoRR
Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
2024 J jnl
Fine-Grained Self-Endorsement Improves Factuality and Reasoning.
CoRR
Ante Wang, Linfeng Song, Baolin Peng, Ye Tian, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024 — conf
Improving LLM Generations via Fine-Grained Self-Endorsement.
ACL (Findings)
Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning.
CoRR
Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
2024 J jnl
Latent Action Pretraining from Videos.
CoRR
Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Se June Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo
2024 J jnl
LiteSearch: Efficacious Tree Search for LLM.
CoRR
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience.
ACM Trans. Web
Miaoran Li, Baolin Peng, Jianfeng Gao, Zhu Zhang
2024 J jnl
Overview of the Ninth Dialog System Technology Challenge: DSTC9.
IEEE ACM Trans. Audio Speech Lang. Process.
R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2024 J jnl
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models.
CoRR
Dian Yu, Baolin Peng, Ye Tian, Linfeng Song, Haitao Mi, Dong Yu
2024 — conf
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation.
ACL (1)
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng
2024 J jnl
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation.
CoRR
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng
2024 — conf
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models.
NAACL-HLT (Findings)
Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang
2024 — conf
Self-Consistency Boosts Calibration for Math Reasoning.
EMNLP (Findings)
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
Self-Consistency Boosts Calibration for Math Reasoning.
CoRR
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching.
CoRR
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen Meng
2024 — conf
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations.
NAACL-HLT
Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu
2024 — conf
Teaching Language Models to Self-Improve through Interactive Demonstrations.
NAACL-HLT
Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu
2024 A* conf
The Trickle-down Impact of Reward Inconsistency on RLHF.
ICLR
Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu
2024 A* conf
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.
NeurIPS
Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Lei Han, Haitao Mi, Dong Yu
2024 J jnl
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.
CoRR
Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Haitao Mi, Dong Yu
2024 J jnl
Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning.
CoRR
Xiyao Wang, Linfeng Song, Ye Tian, Dian Yu, Baolin Peng, Haitao Mi, Furong Huang, Dong Yu
2023 J jnl
ArK: Augmented Reality with Knowledge Interactive Emergent Ability.
CoRR
Qiuyuan Huang, Jae Sung Park, Abhinav Gupta, Paul N. Bennett, Ran Gong, Subhojit Som, Baolin Peng, Owais Khan Mohammed, Chris Pal, Yejin Choi, Jianfeng Gao
2023 A* conf
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models.
NeurIPS
Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Jianfeng Gao
2023 J jnl
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models.
CoRR
Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Jianfeng Gao
2023 J jnl
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.
CoRR
Baolin Peng, Michel Galley, Pengcheng He, Hao Cheng, Yujia Xie, Yu Hu, Qiuyuan Huang, Lars Liden, Zhou Yu, Weizhu Chen, Jianfeng Gao
2023 — conf
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format.
EMNLP (Demos)
Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Shutong Feng, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gasic, Minlie Huang
2023 — conf
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization.
ACL (1)
Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao
2023 J jnl
Do you really follow me? Adversarial Instructions for Evaluating the Robustness of Large Language Models.
CoRR
Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan
2023 B conf
Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog.
SIGDIAL
Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu (Drew) Zhang
2023 A* conf
Guiding Large Language Models via Directional Stimulus Prompting.
NeurIPS
Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan
2023 J jnl
Guiding Large Language Models via Directional Stimulus Prompting.
CoRR
Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan
2023 J jnl
Instruction Tuning with GPT-4.
CoRR
Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, Jianfeng Gao
2023 A* conf
Interactive Text Generation.
EMNLP
Felix Faltings, Michel Galley, Kianté Brantley, Baolin Peng, Weixin Cai, Yizhe Zhang, Jianfeng Gao, Bill Dolan
2023 J jnl
Interactive Text Generation.
CoRR
Felix Faltings, Michel Galley, Baolin Peng, Kianté Brantley, Weixin Cai, Yizhe Zhang, Jianfeng Gao, Bill Dolan
2023 — conf
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting.
EMNLP (Findings)
Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng
2023 J jnl
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting.
CoRR
Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng
2023 J jnl
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models.
CoRR
Miaoran Li, Baolin Peng, Zhu Zhang
2023 J jnl
Stabilizing RLHF through Advantage Model and Selective Rehearsal.
CoRR
Baolin Peng, Linfeng Song, Ye Tian, Lifeng Jin, Haitao Mi, Dong Yu
2023 J jnl
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations.
CoRR
Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu
2023 J jnl
Teaching Language Models to Self-Improve through Interactive Demonstrations.
CoRR
Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu
2023 J jnl
The Trickle-down Impact of Reward (In-)consistency on RLHF.
CoRR
Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu
2023 — conf
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization.
ACL (1)
Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
2022 J jnl
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format.
CoRR
Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng, Zheng Zhang, Michael Heck, Nurul Lubis, Dazhen Wan, Xiaochen Zhu, Jianfeng Gao, Milica Gasic, Minlie Huang
2022 J jnl
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization.
CoRR
Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao
2022 J jnl
Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog.
CoRR
Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang
2022 J jnl
Explanations from Large Language Models Make Small Reasoners Better.
CoRR
Shiyang Li, Jianshu Chen, Yelong Shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan
2022 J jnl
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog.
CoRR
Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao
2022 — conf
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation.
EMNLP (Findings)
Faeze Brahman, Baolin Peng, Michel Galley, Sudha Rao, Bill Dolan, Snigdha Chaturvedi, Jianfeng Gao
2022 J jnl
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation.
CoRR
Faeze Brahman, Baolin Peng, Michel Galley, Sudha Rao, Bill Dolan, Snigdha Chaturvedi, Jianfeng Gao
2022 J jnl
Hierarchical reinforcement learning for automatic disease diagnosis.
Bioinform.
Cheng Zhong, Kangenbei Liao, Wei Chen, Qianlong Liu, Baolin Peng, Xuanjing Huang, Jiajie Peng, Zhongyu Wei
2022 — conf
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation.
NAACL-HLT
Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao
2022 J jnl
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience.
CoRR
Miaoran Li, Baolin Peng, Jianfeng Gao, Zhu Zhang
2022 J jnl
Toward Self-Learning End-to-End Dialog Systems.
CoRR
Xiaoying Zhang, Baolin Peng, Jianfeng Gao, Helen Meng
2022 B conf
Toward Self-Learning End-to-End Task-oriented Dialog Systems.
SIGDIAL
Xiaoying Zhang, Baolin Peng, Jianfeng Gao, Helen Meng
2022 A* conf
ValueNet: A New Dataset for Human Value Driven Dialogue System.
AAAI
Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu
2022 J jnl
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization.
CoRR
Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
2021 — conf
#HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention.
EMNLP (1)
Yuji Zhang, Yubo Zhang, Chunpu Xu, Jing Li, Ziyan Jiang, Baolin Peng
2021 A conf
Data Augmentation for Spoken Language Understanding via Pretrained Language Models.
Interspeech
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
2021 — conf
Engage the Public: Poll Question Generation for Social Media Posts.
ACL/IJCNLP (1)
Zexin Lu, Keyang Ding, Yuji Zhang, Jing Li, Baolin Peng, Lemao Liu
2021 — conf
Few-Shot Named Entity Recognition: An Empirical Baseline Study.
EMNLP (1)
Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han
2021 J jnl
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation.
CoRR
Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao
2021 J jnl
Overview of the Eighth Dialog System Technology Challenge: DSTC8.
IEEE ACM Trans. Audio Speech Lang. Process.
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
2021 — conf
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems.
ACL/IJCNLP (1)
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
2021 J jnl
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching.
Trans. Assoc. Comput. Linguistics
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
2021 J jnl
SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching.
CoRR
Baolin Peng, Chunyuan Li, Zhu Zhang, Jinchao Li, Chenguang Zhu, Jianfeng Gao
2021 — conf
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues.
ACL/IJCNLP (1)
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
2021 J jnl
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues.
CoRR
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
2021 J jnl
ValueNet: A New Dataset for Human Value Driven Dialogue System.
CoRR
Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu
2020 — conf
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems.
ACL (demo)
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
2020 J jnl
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems.
CoRR
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
2020 — conf
Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems.
ACL (demo)
Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng, Jianfeng Gao
2020 J jnl
Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems.
CoRR
Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng, Jianfeng Gao
2020 J jnl
Data Augmentation for Spoken Language Understanding via Pretrained Models.
CoRR
Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao
2020 J jnl
Few-Shot Named Entity Recognition: A Comprehensive Study.
CoRR
Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han
2020 — conf
Few-shot Natural Language Generation for Task-Oriented Dialog.
EMNLP (Findings)
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
2020 J jnl
Few-shot Natural Language Generation for Task-Oriented Dialog.
CoRR
Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao
2020 J jnl
Guided Dialog Policy Learning without Adversarial Learning in the Loop.
CoRR
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Shahin Shayandeh, Jianfeng Gao
2020 — conf
Guided Dialogue Policy Learning without Adversarial Learning in the Loop.
EMNLP (Findings)
Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao
2020 B conf
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation.
SIGdial
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
2020 J jnl
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation.
CoRR
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
2020 A* conf
Learning Efficient Dialogue Policy from Demonstrations through Shaping.
ACL
Huimin Wang, Baolin Peng, Kam-Fai Wong
2020 J jnl
Meta Dialogue Policy Learning.
CoRR
Yumo Xu, Chenguang Zhu, Baolin Peng, Michael Zeng
2020 — conf
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space.
EMNLP (1)
Chunyuan Li, Xiang Gao, Yuan Li, Baolin Peng, Xiujun Li, Yizhe Zhang, Jianfeng Gao
2020 J jnl
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space.
CoRR
Chunyuan Li, Xiang Gao, Yuan Li, Xiujun Li, Baolin Peng, Yizhe Zhang, Jianfeng Gao
2020 J jnl
Overview of the Ninth Dialog System Technology Challenge: DSTC9.
CoRR
R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2020 J jnl
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems.
CoRR
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
2020 J jnl
Robust Conversational AI with Grounded Text Generation.
CoRR
Jianfeng Gao, Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Heung-Yeung Shum
2020 J jnl
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model.
CoRR
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
2020 J jnl
Self-supervised Pre-training with Hard Examples Improves Visual Representations.
CoRR
Chunyuan Li, Xiujun Li, Lei Zhang, Baolin Peng, Mingyuan Zhou, Jianfeng Gao
2020 J jnl
Task-oriented Dialogue System for Automatic Disease Diagnosis via Hierarchical Reinforcement Learning.
CoRR
Kangenbei Liao, Qianlong Liu, Zhongyu Wei, Baolin Peng, Qin Chen, Weijian Sun, Xuanjing Huang
2019 A* conf
Building Personalized Simulator for Interactive Search.
IJCAI
Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong
2019 — conf
ConvLab: Multi-Domain End-to-End Dialog System Platform.
ACL (3)
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
2019 J jnl
ConvLab: Multi-Domain End-to-End Dialog System Platform.
CoRR
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
2019 J jnl
The Eighth Dialog System Technology Challenge.
CoRR
Seokhwan Kim, Michel Galley, R. Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis A. Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta
2018 Misc conf
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning.
ICASSP
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2018 — conf
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning.
ACL (1)
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong
2018 J jnl
Integrating planning for task-completion dialogue policy learning.
CoRR
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong
2018 — conf
Task-oriented Dialogue System for Automatic Diagnosis.
ACL (2)
Zhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuanjing Huang, Kam-Fai Wong, Xiangying Dai
2017 J jnl
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning.
CoRR
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2017 A* conf
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning.
EMNLP
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
2017 J jnl
Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning.
CoRR
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
2017 — conf
May I take your order? A Neural Model for Extracting Structured Information from Conversations.
EACL (1)
Baolin Peng, Michael L. Seltzer, Y. C. Ju, Geoffrey Zweig, Kam-Fai Wong
2017 A* conf
Word Embedding Based Correlation Model for Question/Answer Matching.
AAAI
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong
2016 — conf
ACE: Automatic Colloquialism, Typographical and Orthographic Errors Detection for Chinese Language.
COLING (Demos)
Shichao Dong, Gabriel Pui Cheong Fung, Binyang Li, Baolin Peng, Ming Liao, Jia Zhu, Kam-Fai Wong
2016 J jnl
An Attentional Neural Conversation Model with Improved Specificity.
CoRR
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Kam-Fai Wong
2016 J jnl
Modeling Joint Representation with Tri-Modal Deep Belief Networks for Query and Question Matching.
IEICE Trans. Inf. Syst.
Nan Jiang, Wenge Rong, Baolin Peng, Yifan Nie, Zhang Xiong
2015 Misc conf
A factorization network based method for multi-lingual domain classification.
ICASSP
Yangyang Shi, Yi-Cheng Pan, Mei-Yuh Hwang, Kaisheng Yao, Hu Chen, Yuanhang Zou, Baolin Peng
2015 B conf
An empirical analysis of different sparse penalties for autoencoder in unsupervised feature learning.
IJCNN
Nan Jiang, Wenge Rong, Baolin Peng, Yifan Nie, Zhang Xiong
2015 J jnl
Attention with Intention for a Neural Network Conversation Model.
CoRR
Kaisheng Yao, Geoffrey Zweig, Baolin Peng
2015 J jnl
Collaborative personal profiling for web service ranking and recommendation.
Inf. Syst. Frontiers
Wenge Rong, Baolin Peng, Yuanxin Ouyang, Kecheng Liu, Zhang Xiong
2015 Misc conf
Contextual spoken language understanding using recurrent neural networks.
ICASSP
Yangyang Shi, Kaisheng Yao, Hu Chen, Yi-Cheng Pan, Mei-Yuh Hwang, Baolin Peng
2015 J jnl
Recurrent Neural Networks with External Memory for Language Understanding.
CoRR
Baolin Peng, Kaisheng Yao
2015 — conf
Recurrent Neural Networks with External Memory for Spoken Language Understanding.
NLPCC
Baolin Peng, Kaisheng Yao, Jing Li, Kam-Fai Wong
2015 J jnl
Structural information aware deep semi-supervised recurrent neural network for sentiment analysis.
Frontiers Comput. Sci.
Wenge Rong, Baolin Peng, Yuanxin Ouyang, Chao Li, Zhang Xiong
2015 J jnl
Towards Neural Network-based Reasoning.
CoRR
Baolin Peng, Zhengdong Lu, Hang Li, Kam-Fai Wong
2015 — conf
Trending Sentiment-Topic Detection on Twitter.
CICLing (2)
Baolin Peng, Jing Li, Junwen Chen, Xu Han, Ruifeng Xu, Kam-Fai Wong
2015 A* conf
Using Content-level Structures for Summarizing Microblog Repost Trees.
EMNLP
Jing Li, Wei Gao, Zhongyu Wei, Baolin Peng, Kam-Fai Wong
2015 J jnl
Word Embedding based Correlation Model for Question/Answer Matching.
CoRR
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong
2014 — conf
Auto-encoder Based Bagging Architecture for Sentiment Analysis.
DMS
Wenge Rong, Yifan Nie, Yuanxin Ouyang, Baolin Peng, Zhang Xiong
2014 J jnl
Auto-encoder based bagging architecture for sentiment analysis.
J. Vis. Lang. Comput.
Wenge Rong, Yifan Nie, Yuanxin Ouyang, Baolin Peng, Zhang Xiong
2014 — conf
Learning joint representation for community question answering with tri-modal DBM.
WWW (Companion Volume)
Baolin Peng, Wenge Rong, Yuanxin Ouyang, Chao Li, Zhang Xiong
2014 Misc conf
Recurrent conditional random field for language understanding.
ICASSP
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong Li, Feng Gao
2014 — conf
Spoken language understanding using long short-term memory neural networks.
SLT
Kaisheng Yao, Baolin Peng, Yu Zhang, Dong Yu, Geoffrey Zweig, Yangyang Shi
2013 C conf
Semi-supervised Dual Recurrent Neural Network for Sentiment Analysis.
DASC
Wenge Rong, Baolin Peng, Yuanxin Ouyang, Chao Li, Zhang Xiong