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Minlie Huang

Papers
87

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87papers

Authored papers

87

GLM-5: from Vibe Coding to Agentic Engineering

arXiv 2026

2026

GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

arXiv 2026

2026

The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning

arXiv 2026

2026

IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation

arXiv 2026

2026

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

arXiv 2025

2025

Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints

arXiv 2025

2025

SocialEval: Evaluating Social Intelligence of Large Language Models

arXiv 2025

2025

Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues

arXiv 2025

2025

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

arXiv 2025

2025

Human Decision-making is Susceptible to AI-driven Manipulation

arXiv 2025

2025

Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!

arXiv 2025

2025

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization

ICCV 2025

2025

Data-Efficient RLVR via Off-Policy Influence Guidance

arXiv 2025

2025

Trust-Region Adaptive Policy Optimization

arXiv 2025

2025

BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs

arXiv 2025

2025

LongSafety: Evaluating Long-Context Safety of Large Language Models

arXiv 2025

2025

How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study

arXiv 2025

2025

EmoBench: Evaluating the Emotional Intelligence of Large Language Models

arXiv 2024

2024

On Prompt-Driven Safeguarding for Large Language Models

arXiv 2024

2024

Benchmarking Complex Instruction-Following with Multiple Constraints Composition

arXiv 2024

2024

Agent-SafetyBench: Evaluating the Safety of LLM Agents

arXiv 2024

2024

Weak-to-Strong Extrapolation Expedites Alignment

arXiv 2024

2024

MiniPLM: Knowledge Distillation for Pre-Training Language Models

arXiv 2024

2024

Towards Efficient Exact Optimization of Language Model Alignment

arXiv 2024

2024

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

arXiv 2024

2024

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

arXiv 2024

2024

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors

arXiv 2024

2024

SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models

arXiv 2024

2024

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models

arXiv 2024

2024

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback

arXiv 2024

2024

From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks

arXiv 2024

2024

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models

arXiv 2024

2024

Language Models Learn to Mislead Humans via RLHF

arXiv 2024

2024

CharacterBench: Benchmarking Character Customization of Large Language Models

arXiv 2024

2024

Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning

arXiv 2024

2024

Seeker: Enhancing Exception Handling in Code with LLM-based Multi-Agent Approach

arXiv 2024

2024

Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework

arXiv 2024

2024

SS-GEN: A Social Story Generation Framework with Large Language Models

arXiv 2024

2024

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

arXiv 2023

2023

Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning

arXiv 2023

2023

Pre-Training to Learn in Context

arXiv 2023

2023

Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond

arXiv 2023

2023

CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models

arXiv 2023

2023

AgentBench: Evaluating LLMs as Agents

arXiv 2023

2023

Safety Assessment of Chinese Large Language Models

arXiv 2023

2023

AlignBench: Benchmarking Chinese Alignment of Large Language Models

arXiv 2023

2023

Black-Box Prompt Optimization: Aligning Large Language Models without Model Training

arXiv 2023

2023

SafetyBench: Evaluating the Safety of Large Language Models

arXiv 2023

2023

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation

arXiv 2023

2023

Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation

arXiv 2023

2023

Large Language Models Are Not Robust Multiple Choice Selectors

arXiv 2023

2023

Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization

arXiv 2023

2023

Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation

arXiv 2023

2023

Unveiling the Implicit Toxicity in Large Language Models

arXiv 2023

2023

Re$^3$Dial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training

arXiv 2023

2023

PAL: Persona-Augmented Emotional Support Conversation Generation

arXiv 2022

2022

Rethinking and Refining the Distinct Metric

ACL 2022 5

2022

COLD: A Benchmark for Chinese Offensive Language Detection

arXiv 2022

2022

EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training

arXiv 2022

2022

CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI

arXiv 2022

2022

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format

arXiv 2022

2022

AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation

arXiv 2022

2022

CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation

arXiv 2022

2022

Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation

arXiv 2022

2022

CDConv: A Benchmark for Contradiction Detection in Chinese Conversations

arXiv 2022

2022

AutoCAD: Automatically Generating Counterfactuals for Mitigating Shortcut Learning

arXiv 2022

2022

LaMemo: Language Modeling with Look-Ahead Memory

NAACL 2022 7

2022

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions

arXiv 2022

2022

LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation

arXiv 2021

2021

CEM: Commonsense-aware Empathetic Response Generation

arXiv 2021

2021

Towards Emotional Support Dialog Systems

ACL 2021 5

2021

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support

Findings (ACL) 2021 8

2021

OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics

ACL 2021 5

2021

CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation

Findings (ACL) 2021 8

2021

DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer

EMNLP 2021 11

2021

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark

Findings (ACL) 2022 5

2021

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management

Findings (ACL) 2021 8

2021

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits

EMNLP 2021 11

2021

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation

kdconv-a-chinese-multi-domain-dialogue-1

2020

A Large-Scale Chinese Short-Text Conversation Dataset

arXiv 2020

2020

CPM: A Large-scale Generative Chinese Pre-trained Language Model

arXiv 2020

2020

CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset

crosswoz-a-large-scale-chinese-cross-domain-1

2020

Robustness Testing of Language Understanding in Task-Oriented Dialog

ACL 2021 5

2020

CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation

EMNLP 2021 11

2020

A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction

a-self-training-method-for-machine-reading-1

2020

Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation

Findings of the Association for Computational Linguistics 2020

2020

Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory

arXiv 2017

2017

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