API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP

Minghao Li | Yingxiu Zhao | Bowen Yu | Feifan Song | Hangyu Li | Haiyang Yu | Zhoujun Li | Fei Huang | Yongbin Li |

Causal Document-Grounded Dialogue Pre-training EMNLP

Yingxiu Zhao | Bowen Yu | Bowen Li | Haiyang Yu | Jinyang Li | Chao Wang | Fei Huang | Yongbin Li | Nevin Zhang |

Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL

Yingxiu Zhao | Zhiliang Tian | Huaxiu Yao | Yinhe Zheng | Dongkyu Lee | Yiping Song | Jian Sun | Nevin Zhang |

Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model EMNLP

Dongkyu Lee | Zhiliang Tian | Yingxiu Zhao | Ka Chun Cheung | Nevin Zhang |

Semi-Supervised Lifelong Language Learning F i n d i n g s - E M N L P

Yingxiu Zhao | Yinhe Zheng | Bowen Yu | Zhiliang Tian | Dongkyu Lee | Jian Sun | Yongbin Li | Nevin L. Zhang |

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP

Yingxiu Zhao | Yinhe Zheng | Zhiliang Tian | Chang Gao | Jian Sun | Nevin L. Zhang |

Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory F i n d i n g s - E M N L P

Zhiliang Tian | Yinliang Wang | Yiping Song | Chi Zhang | Dongkyu Lee | Yingxiu Zhao | Dongsheng Li | Nevin L. Zhang |