NLPExplorer

Minlie Huang

Number of Papers:- 136

Number of Citations:- 120

First ACL Paper:- 2004

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

SIGDIAL

COLING

EMNLP

Findings

ECNLP

insights

TACL

ACL

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

Language Models Hallucinate, but May Excel at Fact Verification NAACL

AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL

EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL

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

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

Learning Task Decomposition to Assist Humans in Competitive Programming ACL

Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization ACL

360∘REA: Towards A Reusable Experience Accumulation with 360∘ Assessment for Multi-Agent System F i n d i n g s - A C L

Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph NAACL

ToMBench: Benchmarking Theory of Mind in Large Language Models ACL

SafetyBench: Evaluating the Safety of Large Language Models ACL

COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models F i n d i n g s - E M N L P

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules EMNLP

DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP

Bowen Xing | Lizi Liao | Minlie Huang | Ivor Tsang |

Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP

Thoughts to Target: Enhance Planning for Target-driven Conversation EMNLP

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors F i n d i n g s - E M N L P

ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP

Hao Wang | Hao Li | Minlie Huang | Lei Sha |

CharacterGLM: Customizing Social Characters with Large Language Models EMNLP

Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL

Unveiling the Implicit Toxicity in Large Language Models EMNLP

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

Fei Huang | Pei Ke | Minlie Huang |

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy F i n d i n g s - E M N L P

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition F i n d i n g s - A C L

Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond ACL

Yang Deng | Wenqiang Lei | Minlie Huang | Tat-Seng Chua |

Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP

Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning F i n d i n g s - A C L

Chujie Zheng | Pei Ke | Zheng Zhang | Minlie Huang |

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

InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning F i n d i n g s - E M N L P

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

Multi-Source Probing for Open-Domain Conversational Understanding EMNLP

Yuanxi Li | Hao Zhou | Jie Zhou | Minlie Huang |

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

Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction F i n d i n g s - A C L

PAL: Persona-Augmented Emotional Support Conversation Generation F i n d i n g s - A C L

Pre-Training to Learn in Context ACL

Yuxian Gu | Li Dong | Furu Wei | Minlie Huang |

Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach ACL

Jinfeng Zhou | Zhuang Chen | Bo Wang | Minlie Huang |

Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation F i n d i n g s - A C L

Jian Guan | Minlie Huang |

Building Multi-domain Dialog State Trackers from Single-domain Dialogs EMNLP

Qi Zhu | Zheng Zhang | Xiaoyan Zhu | Minlie Huang |

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

Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing TACL

AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation F i n d i n g s - A C L

StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ACL

Xuekai Zhu | Jian Guan | Minlie Huang | Juan Liu |

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

Zhexin Zhang | Jiaxin Wen | Minlie Huang |

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL

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

PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL

Yuxian Gu | Xu Han | Zhiyuan Liu | Minlie Huang |

Rethinking and Refining the Distinct Metric ACL

Continual Prompt Tuning for Dialog State Tracking ACL

Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ACL

Zhihong Shao | Minlie Huang |

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL

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

A Corpus for Understanding and Generating Moral Stories NAACL

Jian Guan | Ziqi Liu | Minlie Huang |

LaMemo: Language Modeling with Look-Ahead Memory NAACL

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

Zhexin Zhang | Jiaxin Wen | Jian Guan | Minlie Huang |

CDConv: A Benchmark for Contradiction Detection in Chinese Conversations EMNLP

Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP

Yuxian Gu | Pei Ke | Xiaoyan Zhu | Minlie Huang |

Chaining Simultaneous Thoughts for Numerical Reasoning F i n d i n g s - E M N L P

Zhihong Shao | Fei Huang | Minlie Huang |

A Unified Dialogue User Simulator for Few-shot Data Augmentation F i n d i n g s - E M N L P

AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning F i n d i n g s - E M N L P

Automatic Comment Generation for Chinese Student Narrative Essays EMNLP

Aligning Recommendation and Conversation via Dual Imitation EMNLP

Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark F i n d i n g s - E M N L P

COLD: A Benchmark for Chinese Offensive Language Detection EMNLP

WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check F i n d i n g s - E M N L P

Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation F i n d i n g s - E M N L P

EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP

Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL ECNLP IJCNLP

Robustness Testing of Language Understanding in Task-Oriented Dialog ACL IJCNLP

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

KuiLeiXi: a Chinese Open-Ended Text Adventure Game ACL IJCNLP

Stylized Story Generation with Style-Guided Planning Findings

NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer Findings

Towards Emotional Support Dialog Systems ACL IJCNLP

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

Wenchang Ma | Ryuichi Takanobu | Minlie Huang |

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

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL IJCNLP

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP

Chen Henry Wu | Yinhe Zheng | Xiaoxi Mao | Minlie Huang |

A Semantic-based Method for Unsupervised Commonsense Question Answering ACL IJCNLP

Diversifying Dialog Generation via Adaptive Label Smoothing ACL IJCNLP

Yida Wang | Yinhe Zheng | Yong Jiang | Minlie Huang |

Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL IJCNLP

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

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

Haozhe Ji | Minlie Huang |

A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL IJCNLP

Zhihong Shao | Lifeng Shang | Qun Liu | Minlie Huang |