TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities ACL

Zhe Zhao | Yudong Li | Cheng Hou | Jing Zhao | Rong Tian | Weijie Liu | Yiren Chen | Ningyuan Sun | Haoyan Liu | Weiquan Mao | Han Guo | Weigang Gou | Taiqiang Wu | Tao Zhu | Wenhang Shi | Chen Chen | Shan Huang | Sihong Chen | Liqun Liu | Feifei Li | Xiaoshuai Chen | Xingwu Sun | Zhanhui Kang | Xiaoyong Du | Linlin Shen | Kimmo Yan |

Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Findings NAACL

Kunbo Ding | Weijie Liu | Yuejian Fang | Zhe Zhao | Qi Ju | Xuefeng Yang | Rong Tian | Zhu Tao | Haoyan Liu | Han Guo | Xingyu Bai | Weiquan Mao | Yudong Li | Weigang Guo | Taiqiang Wu | Ningyuan Sun |

Efficient (Soft) Q-Learning for Text Generation with Limited Good Data F i n d i n g s - E M N L P

Han Guo | Bowen Tan | Zhengzhong Liu | Eric Xing | Zhiting Hu |

RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP

Mingkai Deng | Jianyu Wang | Cheng-Ping Hsieh | Yihan Wang | Han Guo | Tianmin Shu | Meng Song | Eric Xing | Zhiting Hu |

An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL IJCNLP RepL4NLP

Han Guo | Ramakanth Pasunuru | Mohit Bansal |

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging EMNLP

Han Guo | Nazneen Rajani | Peter Hase | Mohit Bansal | Caiming Xiong |

DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP

Ramakanth Pasunuru | Han Guo | Mohit Bansal |

AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning NAACL

Han Guo | Ramakanth Pasunuru | Mohit Bansal |

Dynamic Multi-Level Multi-Task Learning for Sentence Simplification COLING

Han Guo | Ramakanth Pasunuru | Mohit Bansal |

Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL

Han Guo | Ramakanth Pasunuru | Mohit Bansal |

Towards Improving Abstractive Summarization via Entailment Generation WS

Ramakanth Pasunuru | Han Guo | Mohit Bansal |