← Authors

Baolin Peng

51 papers · 2015–2025 · 13 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (10) 🀝 Dynamic Duo (28) πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ† Keyword Champion (5) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (191) πŸ’Ž Century Club (51) πŸ”₯ Unstoppable (11) ⚑ Prolific Year (7)

Conferences

ACL (14) EMNLP (14) ICLR (4) NAACL (4) IJCNLP (3) NIPS (3) AAAI (2) COLING (2) CVPR (1) EACL (1) ICML (1) IJCAI (1) INTERSPEECH (1)

Top co-authors

Jianfeng Gao (28) Michel Galley (10) Haitao Mi (9) Jinchao Li (8) Linfeng Song (8) Dong Yu (8) Kam-Fai Wong (8) Ye Tian (7) Zhou Yu (6) Lifeng Jin (6)

Keywords

large language model (10) few-shot learning (8) reinforcement learning (7) dialogue policy (6) user simulator (5) text generation (5) task-oriented dialog (5) task-oriented dialogue (5) dialogue system (5) zero-shot learning (4) self-supervised learning (4) dialog system (4) language model (3) adversarial training (3) pre-trained language model (3) and-or graph (2) domain adaptation (2) model-based reinforcement learning (2) dialogue state tracking (2) monte carlo tree search (2)

Papers

Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning ICLR 2025
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025
Magma: A Foundation Model for Multimodal AI Agents CVPR 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
CollabLLM: From Passive Responders to Active Collaborators ICML 2025
Latent Action Pretraining from Videos ICLR 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024
Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
The Trickle-down Impact of Reward Inconsistency on RLHF ICLR 2024
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
Self-Consistency Boosts Calibration for Math Reasoning EMNLP 2024
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
Interactive Text Generation EMNLP 2023
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
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models 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
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation NAACL 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation EMNLP 2022
ValueNet: A New Dataset for Human Value Driven Dialogue System AAAI 2022
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues ACL 2021
Engage the Public: Poll Question Generation for Social Media Posts ACL 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021
#HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021
Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021
Engage the Public: Poll Question Generation for Social Media Posts 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 IJCNLP 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
Learning Efficient Dialogue Policy from Demonstrations through Shaping ACL 2020
Few-shot Natural Language Generation for Task-Oriented Dialog EMNLP 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space 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
Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020
Building Personalized Simulator for Interactive Search IJCAI 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019
Task-oriented Dialogue System for Automatic Diagnosis ACL 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning 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