Baolin Peng

Best Publications

• An Introduction to Computational Networks and the Computational Network Toolkit

  Dong Yu;Adam Eversole;Mike Seltzer;Kaisheng Yao

  462
  Citations

• Instruction Tuning with GPT-4

  Unknown

  434
  Citations

• Spoken language understanding using long short-term memory neural networks

  Kaisheng Yao;Baolin Peng;Yu Zhang;Dong Yu

  381
  Citations

• Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

  Unknown

  292
  Citations

• Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

  Unknown

  202
  Citations

• Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning

  Baolin Peng;Xiujun Li;Jianfeng Gao;Jingjing Liu

  198
  Citations

• SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching

  Baolin Peng;Chunyuan Li;Jinchao Li;Shahin Shayandeh

  191
  Citations

• Few-shot Natural Language Generation for Task-Oriented Dialog

  Baolin Peng;Chenguang Zhu;Chunyuan Li;Xiujun Li

  190
  Citations

• Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

  Baolin Peng;Xiujun Li;Lihong Li;Jianfeng Gao

  184
  Citations

• Task-oriented Dialogue System for Automatic Diagnosis

  Zhongyu Wei;Qianlong Liu;Baolin Peng;Huaixiao Tou

  180
  Citations

• Recurrent conditional random field for language understanding

  Kaisheng Yao;Baolin Peng;Geoffrey Zweig;Dong Yu

  156
  Citations

• Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space

  Chunyuan Li;Xiang Gao;Yuan Li;Baolin Peng

  139
  Citations

• Attention with Intention for a Neural Network Conversation Model

  Unknown

  136
  Citations

• SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model

  Baolin Peng;Chunyuan Li;Jinchao Li;Shahin Shayandeh

  129
  Citations

• SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching

  Baolin Peng;Chunyuan Li;Jinchao Li;Shahin Shayandeh

  100
  Citations

• Few-Shot Named Entity Recognition: An Empirical Baseline Study.

  Jiaxin Huang;Chunyuan Li;Krishan Subudhi;Damien Jose

  95
  Citations

• ConvLab: Multi-Domain End-to-End Dialog System Platform.

  Sungjin Lee;Qi Zhu;Ryuichi Takanobu;Zheng Zhang

  94
  Citations

• Explanations from Large Language Models Make Small Reasoners Better

  Unknown

  85
  Citations

• GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

  Unknown

  83
  Citations

• Towards Neural Network-based Reasoning

  Baolin Peng;Zhengdong Lu;Hang Li;Kam-Fai Wong

  83
  Citations