ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

27 April 2020

Papers citing "ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT"

28 / 228 papers shown

Title
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques Jimmy J. Lin Xueguang Ma 30 144 0 28 Jun 2021
Re-evaluating Word Mover's Distance Ryoma Sato M. Yamada H. Kashima 36 23 0 30 May 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval Hongyin Tang Xingwu Sun Beihong Jin Jingang Wang Fuzheng Zhang Wei Wu RALM 36 36 0 08 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 38 46 0 05 May 2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers Navid Rekabsaz Simone Kopeinik Markus Schedl 24 60 0 28 Apr 2021
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories Minjin Choi Sunkyung Lee Eunseong Choi Heesoo Park Junhyuk Lee Dongwon Lee Jongwuk Lee 26 102 0 28 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 270 975 0 17 Apr 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval Kyoung-Rok Jang Junmo Kang Giwon Hong Sung-Hyon Myaeng Joohee Park Taewon Yoon Heecheol Seo 39 20 0 15 Apr 2021
Simplified Data Wrangling with ir_datasets Sean MacAvaney Andrew Yates Sergey Feldman Doug Downey Arman Cohan Nazli Goharian 38 108 0 03 Mar 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 29 8 0 21 Feb 2021
Training Large-Scale News Recommenders with Pretrained Language Models in the Loop Shitao Xiao Zheng Liu Yingxia Shao Tao Di Xing Xie VLM AIFin 127 41 0 18 Feb 2021
Mitigating the Position Bias of Transformer Models in Passage Re-Ranking Sebastian Hofstatter Aldo Lipani Sophia Althammer Markus Zlabinger Allan Hanbury 55 15 0 18 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 27 55 0 02 Jan 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 215 64 0 01 Jan 2021
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 27 115 0 23 Dec 2020
Denmark's Participation in the Search Engine TREC COVID-19 Challenge: Lessons Learned about Searching for Precise Biomedical Scientific Information on COVID-19 Lucas Chaves Lima Casper Hansen Christian B. Hansen Dongsheng Wang Maria Maistro Birger Larsen J. Simonsen Christina Lioma 27 2 0 25 Nov 2020
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks Brihi Joshi Neil Shah Francesco Barbieri Leonardo Neves 39 5 0 02 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 23 49 0 02 Nov 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 29 119 0 22 Oct 2020
BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search Yunjiang Jiang Yue Shang Ziyang Liu Hongwei Shen Yun Xiao Wei Xiong Sulong Xu Weipeng P. Yan Di Jin 29 17 0 20 Oct 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 Wu Haifeng Wang RALM OffRL 214 595 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
BERT-QE: Contextualized Query Expansion for Document Re-ranking Zhi Zheng Kai Hui Xianpei Han Xianpei Han Le Sun Andrew Yates 27 93 0 15 Sep 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 27 21 0 20 Jul 2020
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 16 1,180 0 01 Jul 2020
SLEDGE: A Simple Yet Effective Baseline for COVID-19 Scientific Knowledge Search Sean MacAvaney Arman Cohan Nazli Goharian 25 23 0 05 May 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016