Pretrained Transformers for Text Ranking: BERT and Beyond

13 October 2020

Papers citing "Pretrained Transformers for Text Ranking: BERT and Beyond"

50 / 229 papers shown

Title
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Vésteinn Snæbjarnarson H. Einarsson 22 5 0 05 Jul 2022
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding Leonid Boytsov David Akinpelu Tianyi Lin Fangwei Gao Yutian Zhao Jeffrey Huang Nipun Katyal Eric Nyberg 39 9 0 04 Jul 2022
Learning Job Titles Similarity from Noisy Skill Labels Rabih Zbib Lucas Lacasa Alvarez Federico Retyk Rus Poves Juan Aizpuru H. Fabregat Vaidotas Šimkus Emília Garcia Casademont 19 3 0 01 Jul 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 21 23 0 29 Jun 2022
Questions Are All You Need to Train a Dense Passage Retriever Devendra Singh Sachan M. Lewis Dani Yogatama Luke Zettlemoyer J. Pineau Manzil Zaheer RALM 19 53 0 21 Jun 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 40 65 0 21 Jun 2022
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval G. Rosa L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Marzieh Fadaee R. Lotufo Rodrigo Nogueira 19 26 0 06 Jun 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Zhao Cao RALM 118 109 0 24 May 2022
"What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation Lingyu Gao Debanjan Ghosh Kevin Gimpel 29 11 0 17 May 2022
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 21 6 0 16 May 2022
Collective Relevance Labeling for Passage Retrieval Jihyuk Kim Minsoo Kim Seung-won Hwang VLM 17 7 0 06 May 2022
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation Kushal Chawla Gale M. Lucas Jonathan May Jonathan Gratch 22 11 0 30 Apr 2022
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? Yuchen Cui S. Niekum Abhi Gupta Vikash Kumar Aravind Rajeswaran LM&Ro 24 74 0 23 Apr 2022
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues Gustavo Penha C. Hauff RALM 30 0 0 22 Apr 2022
Impact of Tokenization on Language Models: An Analysis for Turkish Cagri Toraman E. Yilmaz Furkan Şahinuç Oguzhan Ozcelik 30 74 0 19 Apr 2022
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding Shanshan Wang Zhumin Chen Z. Ren Huasheng Liang Qiang Yan Pengjie Ren 30 9 0 06 Apr 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 24 34 0 05 Apr 2022
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos Shengyao Zhuang Guido Zuccon OOD 19 30 0 01 Apr 2022
Clickbait Spoiling via Question Answering and Passage Retrieval Matthias Hagen Maik Frobe Artur Jurk Martin Potthast 29 35 0 19 Mar 2022
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training Shengyao Zhuang Guido Zuccon OffRL 34 6 0 25 Feb 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 224 422 0 24 Jan 2022
HC4: A New Suite of Test Collections for Ad Hoc CLIR Dawn J Lawrie J. Mayfield Douglas W. Oard Eugene Yang VLM AILaw 36 30 0 24 Jan 2022
Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation? G. Kazai Bhaskar Mitra Anlei Dong Nick Craswell Linjun Yang 6 1 0 21 Jan 2022
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models Suraj Nair Eugene Yang Dawn J Lawrie Kevin Duh Paul McNamee Kenton W. Murray J. Mayfield Douglas W. Oard RALM 16 44 0 20 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 16 38 0 21 Dec 2021
Rank4Class: A Ranking Formulation for Multiclass Classification Nan Wang Zhen Qin Le Yan Honglei Zhuang Xuanhui Wang Michael Bendersky Marc Najork 24 3 0 17 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 32 808 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
Boosted Dense Retriever Patrick Lewis Barlas Oğuz Wenhan Xiong Fabio Petroni Wen-tau Yih Sebastian Riedel MDE 18 17 0 14 Dec 2021
Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models Jaromír Šavelka Kevin D. Ashley ELM AILaw 31 10 0 14 Dec 2021
A Study on Token Pruning for ColBERT Carlos Lassance Maroua Maachou Joohee Park S. Clinchant 25 13 0 13 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 28 6 0 10 Dec 2021
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval Thibault Formal Benjamin Piwowarski S. Clinchant 17 20 0 10 Dec 2021
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity Sheshera Mysore Arman Cohan Tom Hope 11 39 0 16 Nov 2021
Cross-language Information Retrieval P. Galuscáková Douglas W. Oard Suraj Nair 18 0 0 10 Nov 2021
Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups A. Wainakh Ephraim Zimmer Sandeep Subedi Jens Keim Tim Grube Shankar Karuppayah Alejandro Sánchez Guinea Max Mühlhäuser 17 9 0 05 Nov 2021
Contrastive Document Representation Learning with Graph Attention Networks Peng-Tao Xu Xinchi Chen Xiaofei Ma Zhiheng Huang Bing Xiang 14 9 0 20 Oct 2021
A Time-Optimized Content Creation Workflow for Remote Teaching Sebastian Hofstatter Sophia Althammer Mete Sertkan Allan Hanbury 6 0 0 11 Oct 2021
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval Jimmy J. Lin 18 51 0 04 Oct 2021
SDR: Efficient Neural Re-ranking using Succinct Document Representation Nachshon Cohen Amit Portnoy B. Fetahu A. Ingber AI4TS 26 10 0 03 Oct 2021
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 22 46 0 16 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 70 26 0 14 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 32 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
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval Xinyu Crystina Zhang Xueguang Ma Peng Shi Jimmy J. Lin 17 110 0 19 Aug 2021
On Single and Multiple Representations in Dense Passage Retrieval Craig Macdonald Nicola Tonellotto I. Ounis 23 13 0 13 Aug 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 19 70 0 26 Jul 2021
News Article Retrieval in Context for Event-centric Narrative Creation Nikos Voskarides Edgar Meij S. Sauer Maarten de Rijke 12 5 0 30 Jun 2021
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques Jimmy J. Lin Xueguang Ma 19 144 0 28 Jun 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 27 13 0 25 Jun 2021