Baolin Peng
49 papers · 2015–2026 · 12 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (78) π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(14)
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Topic Evolution
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Grand Slam
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Keyword Champion
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Dynamic Duo
(28)
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Renaissance Researcher
(5)
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Unstoppable Β· Silver
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The Questioner
(2)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(211)
Venues
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Research topics
Artificial Intelligence
(36)
Core AI
(32)
Machine Learning
(28)
Natural Language Processing
(26)
Generation
(21)
Learning Types Β· Machine Learning
(21)
Deep Learning
(19)
Learning Types Β· Deep Learning
(16)
Reinforcement Learning
(8)
Learning Paradigms
(8)
Methods
(8)
Application Areas
(7)
Models
(7)
Resources & Methods
(7)
Architectures
(4)
Keywords
large language model
(10)
few-shot learning
(7)
reinforcement learning
(7)
dialogue policy
(6)
task-oriented dialogue
(5)
user simulator
(5)
self-supervised learning
(4)
pre-trained language model
(4)
zero-shot learning
(4)
task-oriented dialog
(4)
dialog system
(4)
dialogue system
(4)
text generation
(4)
language model
(3)
domain adaptation
(2)
transfer learning
(2)
reinforcement learning from human feedback
(2)
instruction following
(2)
dialogue state tracking
(2)
model-based reinforcement learning
(2)
Papers
SynthAgent: Adapting Web Agents with Synthetic Supervision
ACL 2026
CollabLLM: From Passive Responders to Active Collaborators
ICML 2025
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models
COLING 2025
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
ICLR 2025
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
ICLR 2025
Latent Action Pretraining from Videos
ICLR 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning
AAAI 2025
Magma: A Foundation Model for Multimodal AI Agents
CVPR 2025
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
ACL 2025
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
EMNLP 2025
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection
EMNLP 2024
Improving LLM Generations via Fine-Grained Self-Endorsement
ACL 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
ACL 2024
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models
NAACL 2024
Self-Consistency Boosts Calibration for Math Reasoning
EMNLP 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
NAACL 2024
Teaching Language Models to Self-Improve through Interactive Demonstrations
NAACL 2024
The Trickle-down Impact of Reward Inconsistency on RLHF
ICLR 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
NeurIPS 2024
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
NeurIPS 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
EMNLP 2023
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
ACL 2023
Guiding Large Language Models via Directional Stimulus Prompting
NeurIPS 2023
Interactive Text Generation
EMNLP 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting
EMNLP 2023
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization
ACL 2023
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
EMNLP 2022
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation
NAACL 2022
ValueNet: A New Dataset for Human Value Driven Dialogue System
AAAI 2022
Data Augmentation for Spoken Language Understanding via Pretrained Language Models
Interspeech 2021
Engage the Public: Poll Question Generation for Social Media Posts
ACL 2021
Few-Shot Named Entity Recognition: An Empirical Baseline Study
EMNLP 2021
#HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention
EMNLP 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
ACL 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
ACL 2021
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
Few-shot Natural Language Generation for Task-Oriented Dialog
EMNLP 2020
Guided Dialogue Policy Learning without Adversarial Learning in the Loop
EMNLP 2020
Learning Efficient Dialogue Policy from Demonstrations through Shaping
ACL 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
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