Multi-Stage Document Ranking with BERT

31 October 2019

Papers citing "Multi-Stage Document Ranking with BERT"

50 / 157 papers shown

Title
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 32 6 0 16 May 2022
Collective Relevance Labeling for Passage Retrieval Jihyuk Kim Minsoo Kim Seung-won Hwang VLM 25 7 0 06 May 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga M. Liakata Rob Procter Yulan He 42 10 0 05 May 2022
P^3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning Xiaomeng Hu S. Yu Chenyan Xiong Zhenghao Liu Zhiyuan Liu Geoffrey X. Yu 26 11 0 04 May 2022
Entity-aware Transformers for Entity Search E. Gerritse Faegheh Hasibi A. D. Vries 39 22 0 02 May 2022
Budgeted Classification with Rejection: An Evolutionary Method with Multiple Objectives Nolan H. Hamilton Errin W. Fulp 11 1 0 01 May 2022
C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval Eugene Yang Suraj Nair Ramraj Chandradevan Rebecca Iglesias-Flores Douglas W. Oard RALM CLL 45 19 0 25 Apr 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 35 24 0 25 Apr 2022
Composite Code Sparse Autoencoders for first stage retrieval Carlos Lassance Thibault Formal S. Clinchant 21 4 0 14 Apr 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 32 34 0 05 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavaš LRM 42 14 0 05 Apr 2022
Clickbait Spoiling via Question Answering and Passage Retrieval Matthias Hagen Maik Fröbe Artur Jurk Martin Potthast 32 35 0 19 Mar 2022
PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems Zhengyun Zhao Qiao Jin Fangyuan Chen Tuorui Peng Sheng Yu PINN 19 34 0 28 Feb 2022
SGPT: GPT Sentence Embeddings for Semantic Search Niklas Muennighoff RALM 35 176 0 17 Feb 2022
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Yu Zhang Zhihong Shen Chieh-Han Wu Boya Xie Junheng Hao Yexin Wang Kuansan Wang Jiawei Han VLM 20 27 0 11 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 232 425 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 34 4 0 24 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 21 38 0 21 Dec 2021
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
Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models Jaromír Šavelka Kevin D. Ashley ELM AILaw 37 10 0 14 Dec 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
Evolutionary Optimization of High-Coverage Budgeted Classifiers Nolan H. Hamilton Errin W. Fulp 22 0 0 25 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
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 19 6 0 01 Oct 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
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 42 108 0 31 Aug 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
Prediction, Selection, and Generation: Exploration of Knowledge-Driven Conversation System Cheng Luo Dayiheng Liu Chanjuan Li Li Lu Jiancheng Lv 6 0 0 23 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 270 977 0 17 Apr 2021
Knowledge-driven Answer Generation for Conversational Search Mariana Leite Rafael Ferreira David Semedo João Magalhães RALM KELM 22 1 0 14 Apr 2021
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning Hui Liu Danqing Zhang Bing Yin Xiao-Dan Zhu VLM 18 23 0 04 Apr 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 37 59 0 22 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
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 21 23 0 21 Jan 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 16 11 0 20 Jan 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 67 167 0 14 Jan 2021
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 22 4 0 14 Nov 2020
Semantic Labeling Using a Deep Contextualized Language Model M. Trabelsi Jin Cao J. Heflin VLM 13 14 0 30 Oct 2020
Long Document Ranking with Query-Directed Sparse Transformer Jyun-Yu Jiang Chenyan Xiong Chia-Jung Lee Wei Wang 33 25 0 23 Oct 2020
Ranking Creative Language Characteristics in Small Data Scenarios Julia Siekiera M. Koppel Edwin Simpson Kevin Stowe Iryna Gurevych Stefan Kramer BDL 11 3 0 23 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
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation Yinfei Yang Ning Jin Kuo Lin Mandy Guo Daniel Cer 24 31 0 29 Sep 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
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation Sebastian Bruch Jan Pfeifer Mathieu Guillame-Bert 21 7 0 29 Jul 2020
IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News Articles Anup Anand Deshmukh Udhav Sethi 29 18 0 24 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
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 22 1,181 0 01 Jul 2020