Baolin Peng

SynthAgent: Adapting Web Agents with Synthetic Supervision ACL 2026 Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025 Magma: A Foundation Model for Multimodal AI Agents CVPR 2025 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025 Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025 CollabLLM: From Passive Responders to Active Collaborators ICML 2025 Latent Action Pretraining from Videos ICLR 2025 Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning ICLR 2025 ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning ICLR 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024 Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024 The Trickle-down Impact of Reward Inconsistency on RLHF ICLR 2024 Self-Consistency Boosts Calibration for Math Reasoning EMNLP 2024 Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024 Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024 Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024 Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024 Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024 ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format EMNLP 2023 Guiding Large Language Models via Directional Stimulus Prompting NIPS 2023 DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 Interactive Text Generation EMNLP 2023 Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023 SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023 Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation EMNLP 2022 ValueNet: A New Dataset for Human Value Driven Dialogue System AAAI 2022 Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation NAACL 2022 Engage the Public: Poll Question Generation for Social Media Posts IJCNLP 2021 Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021 RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems IJCNLP 2021 SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues IJCNLP 2021 RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021 Engage the Public: Poll Question Generation for Social Media Posts ACL 2021 SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues ACL 2021 #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021 Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021 Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space EMNLP 2020 Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020 Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems ACL 2020 ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020 Learning Efficient Dialogue Policy from Demonstrations through Shaping ACL 2020 Few-shot Natural Language Generation for Task-Oriented Dialog EMNLP 2020 Building Personalized Simulator for Interactive Search IJCAI 2019 ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019 Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018 Task-oriented Dialogue System for Automatic Diagnosis ACL 2018 Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017 May I take your order? A Neural Model for Extracting Structured Information from Conversations EACL 2017 ACE: Automatic Colloquialism, Typographical and Orthographic Errors Detection for Chinese Language COLING 2016 Using Content-level Structures for Summarizing Microblog Repost Trees EMNLP 2015