Curriculum Learning for Dense Retrieval Distillation

28 April 2022

Papers citing "Curriculum Learning for Dense Retrieval Distillation"

35 / 35 papers shown

Title
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning S. Wang L. Zhang Zheren Fu Zhendong Mao 18 0 0 15 May 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 81 1 0 21 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 101 1 0 07 Feb 2025
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents T. Y. S. S. Santosh Apolline Isaia Shiyu Hong Matthias Grabmair AILaw 31 2 0 27 Sep 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model Nilanjan Sinhababu Andrew Parry Debasis Ganguly D. Samanta Pabitra Mitra 29 3 0 26 Sep 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking Jun Bai Zhuofan Chen Zhenzi Li Hanhua Hong Jianfei Zhang Chen Li Chenghua Lin Wenge Rong 24 0 0 24 Sep 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders Nishant Yadav Nicholas Monath Manzil Zaheer Rob Fergus Andrew McCallum CML RALM 30 1 0 06 May 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 38 12 0 22 Apr 2024
SPLADE-v3: New baselines for SPLADE Carlos Lassance Hervé Déjean Thibault Formal S. Clinchant 21 23 0 11 Mar 2024
Distillation Enhanced Generative Retrieval Yongqi Li Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 30 1 0 16 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 30 0 0 05 Feb 2024
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation Eugene Yang Dawn J Lawrie J. Mayfield Douglas W. Oard Scott Miller FedML VLM 38 8 0 09 Jan 2024
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 26 0 0 19 Dec 2023
Mitigating Pooling Bias in E-commerce Search via False Negative Estimation Xiaochen Wang Xiao Xiao Ruhan Zhang Xuan Zhang Taesik Na Tejaswi Tenneti Haixun Wang Fenglong Ma 21 0 0 11 Nov 2023
Noisy Pair Corrector for Dense Retrieval Hang Zhang Yeyun Gong Xingwei He Dayiheng Liu Daya Guo Jiancheng Lv Jian Guo 24 5 0 07 Nov 2023
Dense Retrieval Adaptation using Target Domain Description Helia Hashemi Yong Zhuang Sachith Sri Ram Kothur Srivas Prasad Edgar Meij W. Bruce Croft VLM 16 9 0 06 Jul 2023
Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking Wojciech Kusa Óscar E. Mendoza Petr Knoth Gabriella Pasi Allan Hanbury 17 7 0 01 Jul 2023
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency Yuxuan Wang Hong Lyu 18 1 0 05 Jun 2023
Soft Prompt Decoding for Multilingual Dense Retrieval Zhiqi Huang Hansi Zeng Hamed Zamani James Allan RALM 63 12 0 15 May 2023
Multivariate Representation Learning for Information Retrieval Hamed Zamani Michael Bendersky DML 11 3 0 27 Apr 2023
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Alireza Salemi Juan Altmayer Pizzorno Hamed Zamani 11 14 0 26 Apr 2023
Distillation from Heterogeneous Models for Top-K Recommendation SeongKu Kang Wonbin Kweon Dongha Lee Jianxun Lian Xing Xie Hwanjo Yu VLM 27 21 0 02 Mar 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 26 93 0 15 Feb 2023
Adam: Dense Retrieval Distillation with Adaptive Dark Examples Chongyang Tao Chang Liu Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang 41 3 0 20 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 52 2 0 10 Dec 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
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
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 26 20 0 05 Aug 2022
PLAID: An Efficient Engine for Late Interaction Retrieval Keshav Santhanam Omar Khattab Christopher Potts Matei A. Zaharia VLM 58 72 0 19 May 2022
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 126 248 0 14 Oct 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 155 329 0 12 Aug 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 367 0 15 Feb 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-Hong Wu Haifeng Wang RALM OffRL 209 593 0 16 Oct 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 174 464 0 17 Mar 2020