Distilling Dense Representations for Ranking using Tightly-Coupled Teachers

22 October 2020

Papers citing "Distilling Dense Representations for Ranking using Tightly-Coupled Teachers"

16 / 16 papers shown

Title
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 101 1 0 07 Feb 2025
ir_explain: a Python Library of Explainable IR Methods S. Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 60 1 0 29 Apr 2024
Measuring Bias in a Ranked List using Term-based Representations Amin Abolghasemi Leif Azzopardi Arian Askari Maarten de Rijke Suzan Verberne 39 6 0 09 Mar 2024
SSP: Self-Supervised Post-training for Conversational Search Quan Tu Shen Gao Xiaolong Wu Zhao Cao Jiaxin Wen Rui Yan 20 0 0 02 Jul 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 16 2 0 16 Jun 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 19 19 0 08 Jan 2023
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
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Shengyao Zhuang Houxing Ren Linjun Shou Jian Pei Ming Gong Guido Zuccon Daxin Jiang 30 64 0 21 Jun 2022
Curriculum Learning for Dense Retrieval Distillation Hansi Zeng Hamed Zamani Vishwa Vinay 19 49 0 28 Apr 2022
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval Shitao Xiao Zheng Liu Weihao Han Jianjin Zhang Yingxia Shao ... Hao-Lun Sun Denvy Deng Liangjie Zhang Qi Zhang Xing Xie 19 17 0 14 Jan 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 23 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 34 380 0 02 Dec 2021
TLDR: Twin Learning for Dimensionality Reduction Yannis Kalantidis Carlos Lassance Jon Almazán Diane Larlus SSL 11 10 0 18 Oct 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 28 46 0 05 May 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 219 608 0 13 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