NLPExplorer

Muhao Chen

Number of Papers:- 79

Number of Citations:- 0

First ACL Paper:- 2019

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

EMNLP

Findings

TACL

ACL

EACL

IJCNLP

AACL

Co-Authors:-

Aixin Sun

Alexander Spangher

Andrew Mccallum

Animashree Anandkumar

Ankith Uppunda

Similar Authors:-

Rethinking Tabular Data Understanding with Large Language Models NAACL

Tianyang Liu | Fei Wang | Muhao Chen |

On-the-fly Denoising for Data Augmentation in Natural Language Understanding F i n d i n g s - E A C L

Planning and Editing What You Retrieve for Enhanced Tool Learning F i n d i n g s - N A A C L

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL

Qin Liu | Fei Wang | Chaowei Xiao | Muhao Chen |

Combating Security and Privacy Issues in the Era of Large Language Models NAACL

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning F i n d i n g s - N A A C L

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors NAACL

Victoria Graf | Qin Liu | Muhao Chen |

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking F i n d i n g s - N A A C L

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL

RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models ACL

Instructional Fingerprinting of Large Language Models NAACL

How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities NAACL

Lingbo Mo | Boshi Wang | Muhao Chen | Huan Sun |

X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification F i n d i n g s - A C L

Contrastive Instruction Tuning F i n d i n g s - A C L

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models NAACL

Red Teaming Language Models for Processing Contradictory Dialogues EMNLP

Xiaofei Wen | Bangzheng Li | Tenghao Huang | Muhao Chen |

Enhancing LLM Capabilities Beyond Scaling Up EMNLP

Monotonic Paraphrasing Improves Generalization of Language Model Prompting F i n d i n g s - E M N L P

Are Large Language Models Capable of Generating Human-Level Narratives? EMNLP

mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP

Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks F i n d i n g s - E M N L P

Terry Tong | Qin Liu | Jiashu Xu | Muhao Chen |

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction EACL

Parameter-Efficient Tuning with Special Token Adaptation EACL

Xiaocong Yang | James Y. Huang | Wenxuan Zhou | Muhao Chen |

Context-faithful Prompting for Large Language Models F i n d i n g s - E M N L P

Wenxuan Zhou | Sheng Zhang | Hoifung Poon | Muhao Chen |

Robust Natural Language Understanding with Residual Attention Debiasing F i n d i n g s - A C L

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP

How Fragile is Relation Extraction under Entity Replacements? CoNLL

A Causal View of Entity Bias in (Large) Language Models F i n d i n g s - E M N L P

Primacy Effect of ChatGPT EMNLP

Indirectly Supervised Natural Language Processing ACL

Multi-hop Evidence Retrieval for Cross-document Relation Extraction F i n d i n g s - A C L

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations EMNLP

Dense Retrieval as Indirect Supervision for Large-space Decision Making F i n d i n g s - E M N L P

Nan Xu | Fei Wang | Mingtao Dong | Muhao Chen |

Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation F i n d i n g s - A C L

Xinze Li | Yixin Cao | Muhao Chen | Aixin Sun |

VIPHY: Probing “Visible” Physical Commonsense Knowledge F i n d i n g s - E M N L P

Shikhar Singh | Ehsan Qasemi | Muhao Chen |

Affective and Dynamic Beam Search for Story Generation F i n d i n g s - E M N L P

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding EMNLP

Zekun Li | Wenxuan Zhou | Yao-Yi Chiang | Muhao Chen |

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer IJCNLP AACL

Fei Wang | Kuan-Hao Huang | Kai-Wei Chang | Muhao Chen |

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL

Jiashu Xu | Mingyu Derek Ma | Muhao Chen |

Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL

Contrastive Bootstrapping for Label Refinement ACL

Shudi Hou | Yu Xia | Muhao Chen | Sujian Li |

Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL

Tanay Dixit | Fei Wang | Muhao Chen |

Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL

Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference TACL

Bangzheng Li | Wenpeng Yin | Muhao Chen |

New Frontiers of Information Extraction NAACL

Answer Consolidation: Formulation and Benchmarking NAACL

Unified Semantic Typing with Meaningful Label Inference NAACL

James Y. Huang | Bangzheng Li | Jiashu Xu | Muhao Chen |

GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction Findings NAACL

Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning NAACL

Fei Wang | Zhewei Xu | Pedro Szekely | Muhao Chen |

Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL

Sharpness-Aware Minimization with Dynamic Reweighting F i n d i n g s - E M N L P

Wenxuan Zhou | Fangyu Liu | Huan Zhang | Muhao Chen |

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing EMNLP

SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation F i n d i n g s - E M N L P

Zekun Li | Jina Kim | Yao-Yi Chiang | Muhao Chen |

PaCo: Preconditions Attributed to Commonsense Knowledge F i n d i n g s - E M N L P

Ehsan Qasemi | Filip Ilievski | Muhao Chen | Pedro Szekely |

Summarization as Indirect Supervision for Relation Extraction F i n d i n g s - E M N L P