Passage Re-ranking with BERT

13 January 2019

Papers citing "Passage Re-ranking with BERT"

50 / 419 papers shown

Title
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims Qiang Sheng Juan Cao Xueyao Zhang Xirong Li L. Zhong KELM 25 27 0 20 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 40 817 0 16 Dec 2021
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 31 8 0 16 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 24 149 0 14 Dec 2021
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction Dan Li Yang Yang Hongyin Tang Jingang Wang Tong Xu Wei Wu Enhong Chen 27 7 0 08 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 39 385 0 02 Dec 2021
Predicting Document Coverage for Relation Extraction Sneha Singhania Simon Razniewski Gerhard Weikum 21 6 0 26 Nov 2021
Quality and Cost Trade-offs in Passage Re-ranking Task P. Podberezko V. Mitskevich Raman Makouski P. Goncharov Andrei Khobnia Nikolay A Bushkov Marina Chernyshevich 22 0 0 18 Nov 2021
Cross-language Information Retrieval P. Galuscáková Douglas W. Oard Suraj Nair 28 0 0 10 Nov 2021
The Curious Layperson: Fine-Grained Image Recognition without Expert Labels Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi VLM 38 9 0 05 Nov 2021
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning Euna Jung Jaekeol Choi Wonjong Rhee 22 13 0 28 Oct 2021
Ranking Facts for Explaining Answers to Elementary Science Questions Jennifer D'Souza I. Mulang' Soeren Auer FAtt 26 0 0 18 Oct 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 83 41 0 14 Oct 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 141 249 0 14 Oct 2021
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering Donghan Yu Chenguang Zhu Yuwei Fang Wenhao Yu Shuohang Wang Yichong Xu Xiang Ren Yiming Yang Michael Zeng 27 88 0 08 Oct 2021
Adversarial Retriever-Ranker for dense text retrieval Hang Zhang Yeyun Gong Yelong Shen Jiancheng Lv Nan Duan Weizhu Chen VLM RALM 48 115 0 07 Oct 2021
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval Jimmy J. Lin 21 51 0 04 Oct 2021
SDR: Efficient Neural Re-ranking using Succinct Document Representation Nachshon Cohen Amit Portnoy B. Fetahu A. Ingber AI4TS 37 10 0 03 Oct 2021
Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning Chongyang Tao Jiazhan Feng Chang Liu Juntao Li Xiubo Geng Daxin Jiang RALM 21 6 0 01 Oct 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 209 186 0 21 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 39 46 0 08 Sep 2021
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval Zhiqi Huang Hamed Bonab Sheikh Muhammad Sarwar Razieh Rahimi James Allan 40 10 0 07 Sep 2021
Cross-Lingual Training with Dense Retrieval for Document Retrieval Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 17 6 0 03 Sep 2021
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm Lin Bo Liang Pang Gang Wang Jun Xu Xiuqiang He Jirong Wen 23 3 0 12 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering Alexander Hanbo Li Patrick Ng Peng Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 127 32 0 05 Aug 2021
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link Prediction Maxwell Weinzierl S. Harabagiu 14 29 0 04 Aug 2021
Deep Natural Language Processing for LinkedIn Search Systems Weiwei Guo Xiaowei Liu Sida Wang Michaeel Kazi Zhoutong Fu Huiji Gao Jun Jia Liang Zhang Bo Long VLM 39 3 0 30 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 27 5 0 05 Jul 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu-Chiang Frank Wang Jinchao Li Tristan Naumann Chenyan Xiong Hao Cheng ... Yang Qin Eric Horvitz Paul N. Bennett Jianfeng Gao Hoifung Poon OOD 33 13 0 25 Jun 2021
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of COVID-19 Infodemic Ye Jiang Xingyi Song Carolina Scarton Ahmet Aker Kalina Bontcheva 31 17 0 22 Jun 2021
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections Dimitris Pappas Ion Androutsopoulos RALM MedIm 22 4 0 16 Jun 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network Justin Lovelace Denis R. Newman-Griffis Shikhar Vashishth J. Lehman Carolyn Rose OffRL 28 31 0 11 Jun 2021
Linguistically Informed Masking for Representation Learning in the Patent Domain Sophia Althammer Mark Buckley Sebastian Hofstatter Allan Hanbury 45 11 0 10 Jun 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT Jonas Wallat Jaspreet Singh Avishek Anand CLL KELM 36 58 0 05 Jun 2021
You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient Shaokun Zhang Xiawu Zheng Chenyi Yang Yuchao Li Yan Wang Rongrong Ji Mengdi Wang Shen Li Jun Yang Rongrong Ji MQ 26 22 0 04 Jun 2021
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins S. Suri Ihab F. Ilyas Christopher Ré Theodoros Rekatsinas 33 21 0 02 Jun 2021
Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs Chen Chen Xuanli He Lingjuan Lyu Fangzhao Wu SILM MIACV 65 7 0 23 May 2021
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking Sebastian Hofstatter Bhaskar Mitra Hamed Zamani Nick Craswell Allan Hanbury 27 43 0 20 May 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 40 63 0 09 May 2021
Text-to-Text Multi-view Learning for Passage Re-ranking Jia-Huei Ju Jheng-Hong Yang Chuan-Ju Wang AIMat 28 20 0 29 Apr 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
On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles Rakesh Gosangi Ravneet Arora Mohsen Gheisarieha Debanjan Mahata Haimin Zhang 11 10 0 18 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 270 977 0 17 Apr 2021
Joint Passage Ranking for Diverse Multi-Answer Retrieval Sewon Min Kenton Lee Ming-Wei Chang Kristina Toutanova Hannaneh Hajishirzi 24 39 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
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List Luyu Gao Zhuyun Dai Jamie Callan 10 212 0 15 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Sebastian Hofstatter Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin Allan Hanbury VLM 20 387 0 14 Apr 2021
Knowledge-driven Answer Generation for Conversational Search Mariana Leite Rafael Ferreira David Semedo João Magalhães RALM KELM 25 1 0 14 Apr 2021
BERT Embeddings Can Track Context in Conversational Search Rafael Ferreira David Semedo João Magalhães AI4TS 19 0 0 13 Apr 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM LRM 27 31 0 13 Apr 2021