BERM: Training the Balanced and Extractable Representation for Matching
to Improve Generalization Ability of Dense Retrieval

BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval

18 May 2023

Papers citing "BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval"

14 / 14 papers shown

Title
Constrained Auto-Regressive Decoding Constrains Generative Retrieval Shiguang Wu Z. Z. Ren Xin Xin Jiyuan Yang Hao Fei Z. Chen Maarten de Rijke Pengjie Ren RALM 44 0 0 14 Apr 2025
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System Jihao Zhao Zhiyuan Ji Zhaoxin Fan Hanyu Wang Pengnian Qi Simin Niu Feiyu Xiong Zhiyu Li 71 0 0 12 Mar 2025
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Pengnian Qi Simin Niu Feiyu Xiong Zhiyu Li Zhiyu Li 84 0 0 16 Oct 2024
A Compressive Memory-based Retrieval Approach for Event Argument Extraction Wanlong Liu Enqi Zhang Li Zhou DingYi Zeng Shaohuan Cheng Chen Zhang Malu Zhang Wenyu Chen RALM 50 0 0 14 Sep 2024
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 57 7 0 09 Jul 2024
Plot Retrieval as an Assessment of Abstract Semantic Association Shicheng Xu Liang Pang JiangNan Li Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou 37 3 0 03 Nov 2023
LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts Sunhao Dai Yuqi Zhou Liang Pang Weihao Liu Xiaolin Hu Yong Liu Xiao Zhang Gang Wang Jun Xu 54 27 0 31 Oct 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 41 11 0 16 Oct 2023
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng Tat-Seng Chua RALM KELM LRM 40 40 0 28 Apr 2023
Zero-Shot Retrieval with Search Agents and Hybrid Environments Michelle Chen Huebscher Christian Buck Massimiliano Ciaramita S. Rothe 40 9 0 30 Sep 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 87 41 0 14 Oct 2021
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval Bohong Wu Zhuosheng Zhang Jinyuan Wang Hai Zhao VLM AI4TS 51 22 0 14 Oct 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 280 980 0 17 Apr 2021
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 Wu Haifeng Wang RALM OffRL 214 597 0 16 Oct 2020