NLPExplorer

Wenpeng Yin

Number of Papers:- 51

Number of Citations:- 116

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

EMNLP

Findings

TACL

ACL

EACL

*SEMEVAL

IJCNLP

*SEM

AACL

Co-Authors:-

Similar Authors:-

Toward Zero-Shot Instruction Following EACL

Renze Lou | Wenpeng Yin |

Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL

Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL

FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL

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

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

Large Language Model Instruction Following: A Survey of Progresses and Challenges CL

Renze Lou | Kai Zhang | Wenpeng Yin |

Enhancing LLM Capabilities Beyond Scaling Up EMNLP

A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP

Event Linking: Grounding Event Mentions to Wikipedia EACL

Xiaodong Yu | Wenpeng Yin | Nitish Gupta | Dan Roth |

Indirectly Supervised Natural Language Processing ACL

Robustness of Learning from Task Instructions F i n d i n g s - A C L

All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm IJCNLP AACL

Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP

LLM-driven Instruction Following: Progresses and Concerns EMNLP

ConTinTin: Continual Learning from Task Instructions ACL

Wenpeng Yin | Jia Li | Caiming Xiong |

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

Bangzheng Li | Wenpeng Yin | Muhao Chen |

Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System Findings NAACL

Chang Tian | Wenpeng Yin | Marie-Francine Moens |

Pairwise Representation Learning for Event Coreference *SEM NAACL

Xiaodong Yu | Wenpeng Yin | Dan Roth |

OpenStance: Real-world Zero-shot Stance Detection CoNLL

Hanzi Xu | Slobodan Vucetic | Wenpeng Yin |

Learning to Synthesize Data for Semantic Parsing NAACL

Bailin Wang | Wenpeng Yin | Xi Victoria Lin | Caiming Xiong |

Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL

Congying Xia | Wenpeng Yin | Yihao Feng | Philip Yu |

BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch Findings

Wenpeng Yin | Huan Wang | Jin Qu | Caiming Xiong |

DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Findings

Wenpeng Yin | Dragomir Radev | Caiming Xiong |

Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks COLING

Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP

Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP

Wenpeng Yin | Jamaal Hay | Dan Roth |

Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims NAACL

Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING

Wenpeng Yin | Yadollah Yaghoobzadeh | Hinrich Schütze |

TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP

Wenpeng Yin | Dan Roth |

End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ACL

Wenpeng Yin | Dan Roth | Hinrich Schütze |

Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms TACL

Wenpeng Yin | Hinrich Schütze |

Term Definitions Help Hypernymy Detection *SEMEVAL

Wenpeng Yin | Dan Roth |

Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching EACL

Wenpeng Yin | Hinrich Schütze |

Improved Neural Relation Detection for Knowledge Base Question Answering ACL

Simple Question Answering by Attentive Convolutional Neural Network COLING

Learning Word Meta-Embeddings ACL

Wenpeng Yin | Hinrich Schütze |

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs TACL

Wenpeng Yin | Hinrich Schütze | Bing Xiang | Bowen Zhou |

Attention-Based Convolutional Neural Network for Machine Comprehension WS

Wenpeng Yin | Sebastian Ebert | Hinrich Schütze |

Online Updating of Word Representations for Part-of-Speech Tagging EMNLP

Wenpeng Yin | Tobias Schnabel | Hinrich Schütze |

Multichannel Variable-Size Convolution for Sentence Classification CoNLL

Wenpeng Yin | Hinrich Schütze |

LCCT: A Semi-supervised Model for Sentiment Classification NAACL

Convolutional Neural Network for Paraphrase Identification NAACL

Wenpeng Yin | Hinrich Schütze |

Discriminative Phrase Embedding for Paraphrase Identification NAACL

Wenpeng Yin | Hinrich Schütze |

MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity ACL IJCNLP

Wenpeng Yin | Hinrich Schütze |

An Exploration of Embeddings for Generalized Phrases ACL

Wenpeng Yin | Hinrich Schütze |

A Supervised Aggregation Framework for Multi-Document Summarization COLING

Yulong Pei | Wenpeng Yin | Qifeng Fan | Lian’en Huang |

RelationListwise for Query-Focused Multi-Document Summarization COLING

Wenpeng Yin | Lifu Huang | Yulong Pei | Lian’en Huang |

SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization COLING

Wenpeng Yin | Yulong Pei | Fan Zhang | Lian’en Huang |