Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining

27 March 2023

Papers citing "Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining"

28 / 28 papers shown

Title
Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning Thorben Prein Elton Pan Sami Haddouti Marco Lorenz Janik Jehkul ... Cansu Moran Menelaos Panagiotis Fotiadis Artur P. Toshev E. Olivetti Jennifer L.M. Rupp 78 0 0 06 Feb 2025
Extreme Zero-Shot Learning for Extreme Text Classification Yuanhao Xiong Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Inderjit Dhillon VLM 54 26 0 16 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 167 459 0 15 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 103 416 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 Wu Haifeng Wang Ji-Rong Wen 272 255 0 14 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 95 97 0 04 Oct 2021
Entity Linking and Discovery via Arborescence-based Supervised Clustering Dhruv Agarwal Rico Angell Nicholas Monath Andrew McCallum 74 33 0 02 Sep 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering Ikuya Yamada Akari Asai Hannaneh Hajishirzi MQ 68 80 0 02 Jun 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 425 1,052 0 17 Apr 2021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 139 1,232 0 01 Jul 2020
Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach Le Wu Yonghui Yang Kun Zhang Richang Hong Yanjie Fu Meng Wang GNN 46 103 0 25 May 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 138 1,376 0 27 Apr 2020
Doubly-stochastic mining for heterogeneous retrieval A. S. Rawat A. Menon Andreas Veit Felix X. Yu Sashank J. Reddi Sanjiv Kumar 46 5 0 23 Apr 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 140 2,116 0 10 Feb 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Yu Wu Fabio Petroni Martin Josifoski Sebastian Riedel Luke Zettlemoyer 106 182 0 10 Nov 2019
Learning Dense Representations for Entity Retrieval D. Gillick Sayali Kulkarni L. Lansing Alessandro Presta Jason Baldridge Eugene Ie Diego Garcia-Olano RALM 79 208 0 23 Sep 2019
Online Hierarchical Clustering Approximations A. Menon Anand Rajagopalan Baris Sumengen Gui Citovsky Qin Cao Sanjiv Kumar 31 13 0 20 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 674 24,541 0 26 Jul 2019
Sampled Softmax with Random Fourier Features A. S. Rawat Jiecao Chen Felix X. Yu A. Suresh Sanjiv Kumar 75 55 0 24 Jul 2019
Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran Ming-Wei Chang Kenton Lee Kristina Toutanova Jacob Devlin Honglak Lee VLM 54 256 0 18 Jun 2019
Contextual Memory Trees Wen Sun A. Beygelzimer Hal Daumé John Langford Paul Mineiro 44 9 0 17 Jul 2018
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 149 2,744 0 28 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 346 5,379 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 198 2,538 0 02 Nov 2016
An Algorithm for Online K-Means Clustering Edo Liberty Ram Sriharsha M. Sviridenko 52 101 0 18 Dec 2014
Logarithmic Time Online Multiclass prediction A. Choromańska John Langford 96 78 0 06 Jun 2014
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 120 416 0 07 Mar 2013
Probabilistic Structured Predictors Shankar Vembu Thomas Gärtner Mario Boley TPM 103 12 0 09 May 2012