NLPExplorer

Defu Lian

Number of Papers:- 14

Number of Citations:- 0

First ACL Paper:- 2021

Latest ACL Paper:- 2024

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M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation F i n d i n g s - A C L

Jianlyu Chen | Shitao Xiao | Peitian Zhang | Kun Luo | Defu Lian | Zheng Liu |

Understanding and Patching Compositional Reasoning in LLMs F i n d i n g s - A C L

Zhaoyi Li | Gangwei Jiang | Hong Xie | Linqi Song | Defu Lian | Ying Wei |

Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL

Chaofan Li | Zheng Liu | Shitao Xiao | Yingxia Shao | Defu Lian |

On the Vulnerability of Safety Alignment in Open-Access LLMs F i n d i n g s - A C L

Jingwei Yi | Rui Ye | Qisi Chen | Bin Zhu | Siheng Chen | Defu Lian | Guangzhong Sun | Xing Xie | Fangzhao Wu |

Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning F i n d i n g s - A C L

Chenyuan Wu | Gangwei Jiang | Defu Lian |

Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation ACL

Tianqi Zhong | Zhaoyi Li | Quan Wang | Linqi Song | Ying Wei | Defu Lian | Zhendong Mao |

Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing EMNLP

Weichuan Wang | Zhaoyi Li | Defu Lian | Chen Ma | Linqi Song | Ying Wei |

Evaluating Readability and Faithfulness of Concept-based Explanations EMNLP

Meng Li | Haoran Jin | Ruixuan Huang | Zhihao Xu | Defu Lian | Zijia Lin | Di Zhang | Xiting Wang |

Learning to Substitute Spans towards Improving Compositional Generalization ACL

Zhaoyi Li | Ying Wei | Defu Lian |

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts F i n d i n g s - E M N L P

Gangwei Jiang | Caigao Jiang | Siqiao Xue | James Zhang | Jun Zhou | Defu Lian | Ying Wei |

Visualizing the Relationship Between Encoded Linguistic Information and Task Performance ACL Findings

Jiannan Xiang | Huayang Li | Defu Lian | Guoping Huang | Taro Watanabe | Lemao Liu |

Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics ACL Findings

Jiannan Xiang | Huayang Li | Yahui Liu | Lemao Liu | Guoping Huang | Defu Lian | Shuming Shi |

Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP

Shitao Xiao | Zheng Liu | Yingxia Shao | Defu Lian | Xing Xie |

Assessing Dialogue Systems with Distribution Distances Findings

Jiannan Xiang | Yahui Liu | Deng Cai | Huayang Li | Defu Lian | Lemao Liu |

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