NLPExplorer

Lifu Huang

Number of Papers:- 57

Number of Citations:- 57

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

CoNLL

COLING

BEA

EMNLP

Findings

ACL

EACL

IJCNLP

INLG

Co-Authors:-

Similar Authors:-

Targeted Augmentation for Low-Resource Event Extraction F i n d i n g s - N A A C L

Sijia Wang | Lifu Huang |

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes EACL

Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL

Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL

Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning F i n d i n g s - A C L

RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL

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

Holistic Evaluation for Interleaved Text-and-Image Generation EMNLP

InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States F i n d i n g s - E M N L P

M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP

Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction F i n d i n g s - E M N L P

Sijia Wang | Lifu Huang |

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction F i n d i n g s - E M N L P

evision PDF of 'Multimedia Generative Script Learning for Task Planning F i n d i n g s - A C L

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction F i n d i n g s - A C L

Minqian Liu | Lifu Huang |

Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation F i n d i n g s - A C L

Zhiyang Xu | Jay Yoon Lee | Lifu Huang |

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models EMNLP

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training F i n d i n g s - E M N L P

The Art of Prompting: Event Detection based on Type Specific Prompts ACL

Sijia Wang | Mo Yu | Lifu Huang |

MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL

Zhiyang Xu | Ying Shen | Lifu Huang |

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ACL

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL Findings

Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models ACL BioNLP

Sidhant Chandak | Liqing Zhang | Connor Brown | Lifu Huang |

New Frontiers of Information Extraction NAACL

Extracting Temporal Event Relation with Syntax-guided Graph Transformer Findings NAACL

Shuaicheng Zhang | Qiang Ning | Lifu Huang |

Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING

Minqian Liu | Shiyu Chang | Lifu Huang |

MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP

Zhe Hu | Hou Pong Chan | Lifu Huang |

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation F i n d i n g s - E M N L P