Document Expansion by Query Prediction

17 April 2019

Papers citing "Document Expansion by Query Prediction"

50 / 164 papers shown

Title
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 28 42 0 16 Jun 2022
UnifieR: A Unified Retriever for Large-Scale Retrieval Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Kai Zhang Daxin Jiang RALM 29 28 0 23 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 117 59 0 18 May 2022
PASH at TREC 2021 Deep Learning Track: Generative Enhanced Model for Multi-stage Ranking Yixuan Qiao Hao Chen Jun Wang Yongquan Lai Tuozhen Liu ... Xin Tang Rui Fang Peng Gao Wenfeng Xie Guotong Xie 27 1 0 18 May 2022
Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking Qian Dong Yiding Liu Suqi Cheng Shuaiqiang Wang Zhicong Cheng Shuzi Niu Dawei Yin 27 24 0 25 Apr 2022
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference Kai Hui Honglei Zhuang Tao Chen Zhen Qin Jing Lu ... Ji Ma Jai Gupta Cicero Nogueira dos Santos Yi Tay Donald Metzler 34 16 0 25 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 30 156 0 22 Apr 2022
Composite Code Sparse Autoencoders for first stage retrieval Carlos Lassance Thibault Formal S. Clinchant 11 4 0 14 Apr 2022
GERE: Generative Evidence Retrieval for Fact Verification Jiangui Chen Ruqing Zhang J. Guo Yixing Fan Xueqi Cheng RALM 35 56 0 12 Apr 2022
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering Wenhu Chen Pat Verga Michiel de Jong John Wieting William W. Cohen RALM KELM 32 26 0 10 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavavs LRM 37 14 0 05 Apr 2022
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine Yifu Qiu Hongyu Li Yingqi Qu Ying-Cong Chen Qiaoqiao She Jing Liu Hua Wu Haifeng Wang RALM 38 15 0 19 Mar 2022
Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval Dingkun Long Qiong Gao Kuan-sheng Zou Guangwei Xu Pengjun Xie Rui Guo Jianfeng Xu Guanjun Jiang Luxi Xing P. Yang 11 20 0 07 Mar 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 26 264 0 14 Feb 2022
The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets Nuggets Maxwell Weinzierl 11 3 0 28 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
Exposing Query Identification for Search Transparency Ruohan Li Jianxiang Li Bhaskar Mitra Fernando Diaz Asia J. Biega 29 8 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
Adversarial Retriever-Ranker for dense text retrieval Hang Zhang Yeyun Gong Yelong Shen Jiancheng Lv Nan Duan Weizhu Chen VLM RALM 43 115 0 07 Oct 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 202 186 0 21 Sep 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework Abhilash Nandy Soumya Sharma Shubham Maddhashiya K. Sachdeva Pawan Goyal Niloy Ganguly 24 17 0 13 Sep 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 130 91 0 13 Aug 2021
Distilling Transformers for Neural Cross-Domain Search Colin B. Clement Chen Henry Wu Dawn Drain Neel Sundaresan 25 1 0 06 Aug 2021
Keyphrase Generation for Scientific Document Retrieval Florian Boudin Ygor Gallina Akiko Aizawa RALM 41 36 0 28 Jun 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
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
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 21 102 0 28 Apr 2021
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 19 8 0 19 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 246 971 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
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness Florian Boudin Ygor Gallina 21 15 0 23 Mar 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Shuqi Lu Di He Chenyan Xiong Guolin Ke Waleed Malik Zhicheng Dou Paul N. Bennett Tie-Yan Liu Arnold Overwijk RALM 40 11 0 18 Feb 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 368 0 15 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 40 229 0 13 Feb 2021
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits Leonid Boytsov Zico Kolter 14 11 0 12 Feb 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 64 166 0 14 Jan 2021
Neural document expansion for ad-hoc information retrieval Chen Tang Andrew O. Arnold VLM 20 3 0 27 Dec 2020
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Bhaskar Mitra 20 5 0 21 Dec 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 20 49 0 02 Nov 2020
Scientific Claim Verification with VERT5ERINI Ronak Pradeep Xueguang Ma Rodrigo Nogueira Jimmy J. Lin 6 61 0 22 Oct 2020
CoRT: Complementary Rankings from Transformers Marco Wrzalik D. Krechel 17 9 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 214 594 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 242 611 0 13 Oct 2020
Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Gabriela Surita Rodrigo Nogueira R. Lotufo 18 7 0 19 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 42 238 0 17 Sep 2020
BERT-QE: Contextualized Query Expansion for Document Re-ranking Zhi Zheng Kai Hui Xianpei Han Xianpei Han Le Sun Andrew Yates 19 93 0 15 Sep 2020
Brown University at TREC Deep Learning 2019 George Zerveas Ruochen Zhang Leila Kim Carsten Eickhoff 6 14 0 08 Sep 2020
Understanding BERT Rankers Under Distillation Luyu Gao Zhuyun Dai Jamie Callan 14 49 0 21 Jul 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 27 21 0 20 Jul 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset Edwin Zhang Nikhil Gupta Raphael Tang Xiao Han Ronak Pradeep ... Yue Zhang Rodrigo Nogueira Kyunghyun Cho Hui Fang Jimmy J. Lin 20 59 0 14 Jul 2020