Yelong Shen

Best Publications

• LoRA: Low-Rank Adaptation of Large Language Models.

  Edward J. Hu;Yelong Shen;Phillip Wallis;Zeyuan Allen-Zhu

  2371
  Citations

• Learning semantic representations using convolutional neural networks for web search

  Yelong Shen;Xiaodong He;Jianfeng Gao;Li Deng

  787
  Citations

• A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval

  Yelong Shen;Xiaodong He;Jianfeng Gao;Li Deng

  784
  Citations

• ReasoNet: Learning to Stop Reading in Machine Comprehension

  Yelong Shen;Po-Sen Huang;Jianfeng Gao;Weizhu Chen

  304
  Citations

• Stochastic Answer Networks for Machine Reading Comprehension

  Xiaodong Liu;Yelong Shen;Kevin Duh;Jianfeng Gao

  231
  Citations

• StoryGAN: A Sequential Conditional GAN for Story Visualization

  Yitong Li;Zhe Gan;Yelong Shen;Jingjing Liu

  214
  Citations

• MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning

  Jie Lei;Liwei Wang;Yelong Shen;Dong Yu

  177
  Citations

• Generation-Augmented Retrieval for Open-Domain Question Answering

  Yuning Mao;Pengcheng He;Xiaodong Liu;Yelong Shen

  124
  Citations

• Learning personal + social latent factor model for social recommendation

  Yelong Shen;Ruoming Jin

  121
  Citations

• CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

  Unknown

  120
  Citations

• Controllable Natural Language Generation with Contrastive Prefixes

  Unknown

  111
  Citations

• Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

  Unknown

  110
  Citations

• A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation

  Unknown

  94
  Citations

• A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models.

  Woojeong Jin;Yu Cheng;Yelong Shen;Weizhu Chen

  92
  Citations

• FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension

  Unknown

  86
  Citations

• Explanations from Large Language Models Make Small Reasoners Better

  Unknown

  85
  Citations

• Reliable clustering on uncertain graphs

  Lin Liu;Ruoming Jin;C. Aggarwal;Yelong Shen

  83
  Citations

• A Hybrid Retrieval-Generation Neural Conversation Model

  Liu Yang;Junjie Hu;Minghui Qiu;Chen Qu

  78
  Citations

• NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned

  Sewon Min;Jordan L. Boyd-Graber;Chris Alberti;Danqi Chen

  77
  Citations

• ReasoNet: Learning to Stop Reading in Machine Comprehension.

  Yelong Shen;Po-Sen Huang;Jianfeng Gao;Weizhu Chen

  11
  Citations