Wenpeng Yin

Best Publications

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

  Wenpeng Yin;Hinrich Schütze;Bing Xiang;Bowen Zhou

  1087
  Citations

• Comparative Study of CNN and RNN for Natural Language Processing

  Wenpeng Yin;Katharina Kann;Mo Yu;Hinrich Schütze

  1025
  Citations

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

  Unknown

  496
  Citations

• Improved Neural Relation Detection for Knowledge Base Question Answering

  Mo Yu;Wenpeng Yin;Kazi Saidul Hasan;Cícero Nogueira dos Santos

  341
  Citations

• Convolutional Neural Network for Paraphrase Identification

  Wenpeng Yin;Hinrich Schütze

  249
  Citations

• Multichannel Variable-Size Convolution for Sentence Classification

  Wenpeng Yin;Hinrich Schütze

  192
  Citations

• Learning Word Meta-Embeddings

  Wenpeng Yin;Hinrich Schütze

  133
  Citations

• Optimizing sentence modeling and selection for document summarization

  Unknown

  122
  Citations

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

  Sihao Chen;Daniel Khashabi;Wenpeng Yin;Chris Callison-Burch

  117
  Citations

• Attention-Based Convolutional Neural Network for Machine Comprehension

  Wenpeng Yin;Sebastian Ebert;Hinrich Schütze

  113
  Citations

• COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization

  Andre Esteva;Anuprit Kale;Romain Paulus;Kazuma Hashimoto

  103
  Citations

• Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT.

  Lichao Sun;Kazuma Hashimoto;Wenpeng Yin;Akari Asai

  102
  Citations

• Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks.

  Lichao Sun;Congying Xia;Wenpeng Yin;Tingting Liang

  87
  Citations

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

  Wenpeng Yin;Hinrich Schütze

  81
  Citations

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

  Wenpeng Yin;Hinrich Schütze;Bing Xiang;Bowen Zhou

  77
  Citations

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

  Unknown

  71
  Citations

• Community Detection in Multi-relational Social Networks

  Zhiang Wu;Wenpeng Yin;Jie Cao;Guandong Xu

  67
  Citations

• Meta-learning for Few-shot Natural Language Processing: A Survey

  Unknown

  66
  Citations

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

  Wenpeng Yin;Nazneen Fatema Rajani;Dragomir R. Radev;Richard Socher

  63
  Citations

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

  Wenpeng Yin;Dragomir Radev;Caiming Xiong

  56
  Citations