PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval

13 August 2021

Jing Liu

Papers citing "PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval"

45 / 45 papers shown

Title
Adaptive Two-Phase Finetuning LLMs for Japanese Legal Text Retrieval Quang Hoang Trung Nguyen Van Hoang Phuc Le Trung Hoang Quang Huu Hieu Vo Nguyen Le Duy AILaw RALM 76 0 0 03 Dec 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao W. Wang Jing Liu Ji-Rong Wen Tat-Seng Chua LRM KELM 43 0 0 07 Nov 2024
Improving embedding with contrastive fine-tuning on small datasets with expert-augmented scores Jun Lu David Li Bill Ding Yu Kang 56 3 0 19 Aug 2024
Preserving Multilingual Quality While Tuning Query Encoder on English Only Oleg V. Vasilyev Randy Sawaya John Bohannon 35 1 0 01 Jul 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search Zihan Liao Hang Yu Jianguo Li Jun Wang Wei Zhang 29 3 0 25 Jun 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 35 11 0 27 May 2024
FecTek: Enhancing Term Weight in Lexicon-Based Retrieval with Feature Context and Term-level Knowledge Zunran Wang Zhonghua Li Wei Shen Qi Ye Liqiang Nie 33 0 0 18 Apr 2024
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models Atsushi Keyaki Ribeka Keyaki 25 0 0 25 Mar 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation Zhenrui Yue Huimin Zeng Yimeng Lu Lanyu Shang Yang Zhang Dong Wang RALM OffRL 30 19 0 22 Mar 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 40 8 0 27 Feb 2024
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 20 2 0 30 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 21 2 0 05 Dec 2023
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Swaroop Nath H. Khadilkar Pushpak Bhattacharyya OffRL 15 0 0 29 Nov 2023
Towards Robust Text Retrieval with Progressive Learning Tong Wu Yulei Qin Enwei Zhang Zihan Xu Yuting Gao Ke Li Xing Sun RALM VLM 50 1 0 20 Nov 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval Q. Xiao Shuangyin Li Lei Chen 31 2 0 10 Oct 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 54 338 0 07 Aug 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao J. Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 29 123 0 20 Jul 2023
Typo-Robust Representation Learning for Dense Retrieval Panuthep Tasawong Wuttikorn Ponwitayarat Peerat Limkonchotiwat Can Udomcharoenchaikit E. Chuangsuwanich Sarana Nutanong OOD 37 4 0 17 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 29 6 0 05 Jun 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 28 3 0 22 May 2023
Hybrid and Collaborative Passage Reranking Zongmeng Zhang Wen-gang Zhou Jiaxin Shi Houqiang Li 18 0 0 16 May 2023
Adam: Dense Retrieval Distillation with Adaptive Dark Examples Chongyang Tao Chang Liu Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang 46 3 0 20 Dec 2022
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 29 9 0 19 Dec 2022
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers Kun Zhou Xiao Liu Yeyun Gong Wayne Xin Zhao Daxin Jiang Nan Duan Ji-Rong Wen 27 16 0 15 Dec 2022
LEAD: Liberal Feature-based Distillation for Dense Retrieval Hao-Lun Sun Xiao Liu Yeyun Gong Anlei Dong Jing Lu Yan Zhang Linjun Yang Rangan Majumder Nan Duan 61 2 0 10 Dec 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 32 6 0 31 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 34 33 0 21 Oct 2022
PROD: Progressive Distillation for Dense Retrieval Zhenghao Lin Yeyun Gong Xiao Liu Hang Zhang Chen Lin ... Jian Jiao Jing Lu Daxin Jiang Rangan Majumder Nan Duan 43 27 0 27 Sep 2022
Promptagator: Few-shot Dense Retrieval From 8 Examples Zhuyun Dai Vincent Zhao Ji Ma Yi Luan Jianmo Ni Jing Lu A. Bakalov Kelvin Guu Keith B. Hall Ming-Wei Chang RALM 11 222 0 23 Sep 2022
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang Chongyang Tao Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang RALM 24 24 0 29 Aug 2022
ConTextual Masked Auto-Encoder for Dense Passage Retrieval Xing Wu Guangyuan Ma Meng Lin Zijia Lin Zhongyuan Wang Songlin Hu RALM 19 24 0 16 Aug 2022
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 28 42 0 16 Jun 2022
UnifieR: A Unified Retriever for Large-Scale Retrieval Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Kai Zhang Daxin Jiang RALM 23 28 0 23 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua-Hong Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 114 58 0 18 May 2022
A Thorough Examination on Zero-shot Dense Retrieval Ruiyang Ren Yingqi Qu J. Liu Wayne Xin Zhao Qifei Wu Yuchen Ding Hua-Hong Wu Haifeng Wang Ji-Rong Wen 32 41 0 27 Apr 2022
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues Gustavo Penha C. Hauff RALM 28 0 0 22 Apr 2022
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos Shengyao Zhuang Guido Zuccon OOD 16 30 0 01 Apr 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan RALM 3DV AI4TS 30 61 0 16 Mar 2022
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training Shengyao Zhuang Guido Zuccon OffRL 22 6 0 25 Feb 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 25 8 0 16 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 34 382 0 02 Dec 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 128 248 0 14 Oct 2021
Adversarial Retriever-Ranker for dense text retrieval Hang Zhang Yeyun Gong Yelong Shen Jiancheng Lv Nan Duan Weizhu Chen VLM RALM 40 115 0 07 Oct 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 593 0 16 Oct 2020