NLPExplorer

Zheng Liu

Number of Papers:- 23

Number of Citations:- 0

First ACL Paper:- 2019

Latest ACL Paper:- 2024

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EMNLP

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Findings

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COLING

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ECNLP

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Co-Authors:-

Benjamin Schroeder

Similar Authors:-

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 |

INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL

Yutao Zhu | Peitian Zhang | Chenghao Zhang | Yifei Chen | Binyu Xie | Zheng Liu | Ji-Rong Wen | Zhicheng Dou |

LM-Cocktail: Resilient Tuning of Language Models via Model Merging F i n d i n g s - A C L

Shitao Xiao | Zheng Liu | Peitian Zhang | Xingrun Xing |

VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ACL

Junjie Zhou | Zheng Liu | Shitao Xiao | Bo Zhao | Yongping Xiong |

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

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

Grounding Language Model with Chunking-Free In-Context Retrieval ACL

Hongjin Qian | Zheng Liu | Kelong Mao | Yujia Zhou | Zhicheng Dou |

A Multi-Task Embedder For Retrieval Augmented LLMs ACL

Peitian Zhang | Zheng Liu | Shitao Xiao | Zhicheng Dou | Jian-Yun Nie |

Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL

Kun Luo | Zheng Liu | Shitao Xiao | Tong Zhou | Yubo Chen | Jun Zhao | Kang Liu |

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization F i n d i n g s - E M N L P

Shitong Duan | Xiaoyuan Yi | Peng Zhang | Yan Liu | Zheng Liu | Tun Lu | Xing Xie | Ning Gu |

Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP

Kun Luo | Minghao Qin | Zheng Liu | Shitao Xiao | Jun Zhao | Kang Liu |

RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment F i n d i n g s - E M N L P

Kelong Mao | Zheng Liu | Hongjin Qian | Fengran Mo | Chenlong Deng | Zhicheng Dou |

ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP

Kelong Mao | Chenlong Deng | Haonan Chen | Fengran Mo | Zheng Liu | Tetsuya Sakai | Zhicheng Dou |

Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval EMNLP

Junhan Yang | Zheng Liu | Chaozhuo Li | Guangzhong Sun | Xing Xie |

Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP

Peitian Zhang | Zheng Liu | Shitao Xiao | Zhicheng Dou | Jing Yao |

A Self-training Framework for Automated Medical Report Generation EMNLP

Siyuan Wang | Zheng Liu | Bo Peng |

RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL

Zheng Liu | Shitao Xiao | Yingxia Shao | Zhao Cao |

Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs ACL ECNLP

Zheng Liu | Wei Zhang | Yan Chen | Weiyi Sun | Tianchuan Du | Benjamin Schroeder |

Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING

Zhaoye Fei | Yu Tian | Yongkang Wu | Xinyu Zhang | Yutao Zhu | Zheng Liu | Jiawen Wu | Dejiang Kong | Ruofei Lai | Zhao Cao | Zhicheng Dou | Xipeng Qiu |

RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP

Shitao Xiao | Zheng Liu | Yingxia Shao | Zhao Cao |

Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP Findings

Shuxian Bi | Chaozhuo Li | Xiao Han | Zheng Liu | Xing Xie | Haizhen Huang | Zengxuan Wen |

Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP

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

Fine-grained Interest Matching for Neural News Recommendation ACL

Heyuan Wang | Fangzhao Wu | Zheng Liu | Xing Xie |

Neural News Recommendation with Long- and Short-term User Representations ACL

Mingxiao An | Fangzhao Wu | Chuhan Wu | Kun Zhang | Zheng Liu | Xing Xie |

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