Baolin Peng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
59
Venues
17
Active years
2013–2026
Best venue rank
A*
Where they publish
Papers
59 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval. | Hang Wang, Utkarsh Garg, Reza Davari, Huitian Jiao, Hao Cheng, Baolin Peng, Si-Qing Chen, Tao Ge |
| 2026 | ACL | SynthAgent: Adapting Web Agents with Synthetic Supervision. | 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 | AAAI | LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. | Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu |
| 2025 | ACL | Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. | Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen M. Meng |
| 2025 | COLING | Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models. | Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu |
| 2025 | CVPR | Magma: A Foundation Model for Multimodal AI Agents. | 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 | EMNLP | SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? | Yao Dou, Michel Galley, Baolin Peng, Chris Kedzie, Weixin Cai, Alan Ritter, Chris Quirk, Wei Xu, Jianfeng Gao |
| 2025 | ICLR | ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning. | Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu |
| 2025 | ICLR | Latent Action Pretraining from Videos. | 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 | ICLR | Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. | Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu |
| 2025 | ICML | CollabLLM: From Passive Responders to Active Collaborators. | Shirley Wu, Michel Galley, Baolin Peng, Hao Cheng, Gavin Li, Yao Dou, Weixin Cai, James Zou, Jure Leskovec, Jianfeng Gao |
| 2024 | ACL | Improving LLM Generations via Fine-Grained Self-Endorsement. | Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu |
| 2024 | ACL | Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. | Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng |
| 2024 | EMNLP | Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection. | Zekun Li, Baolin Peng, Pengcheng He, Xifeng Yan |
| 2024 | EMNLP | Self-Consistency Boosts Calibration for Math Reasoning. | Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu |
| 2024 | ICLR | The Trickle-down Impact of Reward Inconsistency on RLHF. | Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu |
| 2024 | NAACL | Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. | Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu |
| 2024 | NAACL | Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models. | Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang |
| 2024 | NAACL | Teaching Language Models to Self-Improve through Interactive Demonstrations. | Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu |
| 2023 | ACL | Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. | Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang |
| 2023 | ACL | DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization. | Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao |
| 2023 | EMNLP | ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. | 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 | EMNLP | Interactive Text Generation. | Felix Faltings, Michel Galley, Kiant Brantley, Baolin Peng, Weixin Cai, Yizhe Zhang, Jianfeng Gao, Bill Dolan |
| 2023 | EMNLP | SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting. | Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng |
| 2023 | SIGdial | Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog. | Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu (Drew) Zhang |
| 2022 | AAAI | ValueNet: A New Dataset for Human Value Driven Dialogue System. | Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu |
| 2022 | EMNLP | Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation. | Faeze Brahman, Baolin Peng, Michel Galley, Sudha Rao, Bill Dolan, Snigdha Chaturvedi, Jianfeng Gao |
| 2022 | NAACL | Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation. | Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao |
| 2022 | SIGdial | Toward Self-Learning End-to-End Task-oriented Dialog Systems. | Xiaoying Zhang, Baolin Peng, Jianfeng Gao, Helen Meng |
| 2021 | ACL | Engage the Public: Poll Question Generation for Social Media Posts. | Zexin Lu, Keyang Ding, Yuji Zhang, Jing Li, Baolin Peng, Lemao Liu |
| 2021 | ACL | RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems. | Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao |
| 2021 | ACL | SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues. | Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu |
| 2021 | EMNLP | Few-Shot Named Entity Recognition: An Empirical Baseline Study. | Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han |
| 2021 | EMNLP | #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention. | Yuji Zhang, Yubo Zhang, Chunpu Xu, Jing Li, Ziyan Jiang, Baolin Peng |
| 2021 | Interspeech | Data Augmentation for Spoken Language Understanding via Pretrained Language Models. | Baolin Peng, Chenguang Zhu, Michael Zeng, Jianfeng Gao |
| 2020 | ACL | Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems. | Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao Li, Matt Mazzola, Thomas Park, Baolin Peng, Jianfeng Gao |
| 2020 | ACL | Learning Efficient Dialogue Policy from Demonstrations through Shaping. | Huimin Wang, Baolin Peng, Kam-Fai Wong |
| 2020 | ACL | ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. | Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang |
| 2020 | EMNLP | Guided Dialogue Policy Learning without Adversarial Learning in the Loop. | Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao |
| 2020 | EMNLP | Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space. | Chunyuan Li, Xiang Gao, Yuan Li, Baolin Peng, Xiujun Li, Yizhe Zhang, Jianfeng Gao |
| 2020 | EMNLP | Few-shot Natural Language Generation for Task-Oriented Dialog. | Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao |
| 2020 | SIGdial | Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation. | Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang |
| 2019 | ACL | ConvLab: Multi-Domain End-to-End Dialog System Platform. | Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao |
| 2019 | IJCAI | Building Personalized Simulator for Interactive Search. | Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong |
| 2018 | ACL | Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning. | Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong |
| 2018 | ACL | Task-oriented Dialogue System for Automatic Diagnosis. | Zhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuanjing Huang, Kam-Fai Wong, Xiangying Dai |
| 2018 | ICASSP | Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. | Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong |
| 2017 | AAAI | Word Embedding Based Correlation Model for Question/Answer Matching. | Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
| 2017 | EACL | May I take your order? A Neural Model for Extracting Structured Information from Conversations. | Baolin Peng, Michael L. Seltzer, Y. C. Ju, Geoffrey Zweig, Kam-Fai Wong |
| 2017 | EMNLP | Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning. | Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong |
| 2016 | COLING | ACE: Automatic Colloquialism, Typographical and Orthographic Errors Detection for Chinese Language. | Shichao Dong, Gabriel Pui Cheong Fung, Binyang Li, Baolin Peng, Ming Liao, Jia Zhu, Kam-Fai Wong |
| 2015 | CICLING | Trending Sentiment-Topic Detection on Twitter. | Baolin Peng, Jing Li, Junwen Chen, Xu Han, Ruifeng Xu, Kam-Fai Wong |
| 2015 | EMNLP | Using Content-level Structures for Summarizing Microblog Repost Trees. | Jing Li, Wei Gao, Zhongyu Wei, Baolin Peng, Kam-Fai Wong |
| 2015 | ICASSP | A factorization network based method for multi-lingual domain classification. | Yangyang Shi, Yi-Cheng Pan, Mei-Yuh Hwang, Kaisheng Yao, Hu Chen, Yuanhang Zou, Baolin Peng |
| 2015 | ICASSP | Contextual spoken language understanding using recurrent neural networks. | Yangyang Shi, Kaisheng Yao, Hu Chen, Yi-Cheng Pan, Mei-Yuh Hwang, Baolin Peng |
| 2015 | IJCNN | An empirical analysis of different sparse penalties for autoencoder in unsupervised feature learning. | Nan Jiang, Wenge Rong, Baolin Peng, Yifan Nie, Zhang Xiong |
| 2014 | ICASSP | Recurrent conditional random field for language understanding. | Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong Li, Feng Gao |
| 2014 | WWW | Learning joint representation for community question answering with tri-modal DBM. | Baolin Peng, Wenge Rong, Yuanxin Ouyang, Chao Li, Zhang Xiong |
| 2013 | DASC | Semi-supervised Dual Recurrent Neural Network for Sentiment Analysis. | Wenge Rong, Baolin Peng, Yuanxin Ouyang, Chao Li, Zhang Xiong |