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Passage Re-ranking with BERT
v1v2v3v4v5 (latest)

Passage Re-ranking with BERT

13 January 2019
Rodrigo Nogueira
Dong Wang
    OOD
ArXiv (abs)PDFHTMLGithub (480★)

Papers citing "Passage Re-ranking with BERT"

50 / 498 papers shown
Mixed Attention Transformer for Leveraging Word-Level Knowledge to
  Neural Cross-Lingual Information Retrieval
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information RetrievalInternational Conference on Information and Knowledge Management (CIKM), 2021
Zhiqi Huang
Hamed Bonab
Sheikh Muhammad Sarwar
Razieh Rahimi
James Allan
252
11
0
07 Sep 2021
Cross-Lingual Training with Dense Retrieval for Document Retrieval
Cross-Lingual Training with Dense Retrieval for Document Retrieval
Peng Shi
Rui Zhang
Richard He Bai
Jimmy J. Lin
RALM
150
7
0
03 Sep 2021
Modeling Relevance Ranking under the Pre-training and Fine-tuning
  Paradigm
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm
Lin Bo
Liang Pang
Gang Wang
Jun Xu
Xiuqiang He
Jirong Wen
126
5
0
12 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open
  Domain Question Answering
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Alexander Hanbo Li
Patrick Ng
Peng Xu
Henghui Zhu
Zhiguo Wang
Bing Xiang
LMTD
365
34
0
05 Aug 2021
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link
  Prediction
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link PredictionJournal of Biomedical Informatics (JBI), 2021
Maxwell Weinzierl
S. Harabagiu
169
34
0
04 Aug 2021
Deep Natural Language Processing for LinkedIn Search Systems
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
171
3
0
30 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with
  Computational Constraints
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints
Yuxiang Wu
Pasquale Minervini
Pontus Stenetorp
Sebastian Riedel
216
5
0
05 Jul 2021
Domain-Specific Pretraining for Vertical Search: Case Study on
  Biomedical Literature
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature
Yu Wang
Jinchao Li
Tristan Naumann
Chenyan Xiong
Hao Cheng
...
Yang Qin
Eric Horvitz
Paul N. Bennett
Jianfeng Gao
Hoifung Poon
OOD
277
15
0
25 Jun 2021
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study
  of COVID-19 Infodemic
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of COVID-19 InfodemicRecent Advances in Natural Language Processing (RANLP), 2021
Ye Jiang
Xingyi Song
Carolina Scarton
Ahmet Aker
Kalina Bontcheva
320
17
0
22 Jun 2021
A Neural Model for Joint Document and Snippet Ranking in Question
  Answering for Large Document Collections
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections
Dimitris Pappas
Ion Androutsopoulos
RALMMedIm
87
4
0
16 Jun 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a
  Student Re-Ranking Network
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Justin Lovelace
Denis R. Newman-Griffis
Shikhar Vashishth
J. Lehman
Carolyn Rose
OffRL
190
37
0
11 Jun 2021
Linguistically Informed Masking for Representation Learning in the
  Patent Domain
Linguistically Informed Masking for Representation Learning in the Patent Domain
Sophia Althammer
Mark Buckley
Sebastian Hofstatter
Allan Hanbury
142
13
0
10 Jun 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT
BERTnesia: Investigating the capture and forgetting of knowledge in BERTBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2020
Jonas Wallat
Jaspreet Singh
Avishek Anand
CLLKELM
330
63
0
05 Jun 2021
You Only Compress Once: Towards Effective and Elastic BERT Compression
  via Exploit-Explore Stochastic Nature Gradient
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
Jiayi Ji
Mengdi Wang
Shen Li
Jun Yang
Rongrong Ji
MQ
177
23
0
04 Jun 2021
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins
Ember: No-Code Context Enrichment via Similarity-Based Keyless JoinsProceedings of the VLDB Endowment (PVLDB), 2021
S. Suri
Ihab F. Ilyas
Christopher Ré
Theodoros Rekatsinas
127
29
0
02 Jun 2021
Killing One Bird with Two Stones: Model Extraction and Attribute
  Inference Attacks against BERT-based APIs
Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs
Chen Chen
Xuanli He
Lingjuan Lyu
Fangzhao Wu
SILMMIACV
188
10
0
23 May 2021
Intra-Document Cascading: Learning to Select Passages for Neural
  Document Ranking
Intra-Document Cascading: Learning to Select Passages for Neural Document RankingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Sebastian Hofstatter
Bhaskar Mitra
Hamed Zamani
Nick Craswell
Allan Hanbury
183
47
0
20 May 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime
MS MARCO: Benchmarking Ranking Models in the Large-Data RegimeAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Nick Craswell
Bhaskar Mitra
Emine Yilmaz
Daniel Fernando Campos
Jimmy J. Lin
ALM
205
77
0
09 May 2021
Text-to-Text Multi-view Learning for Passage Re-ranking
Text-to-Text Multi-view Learning for Passage Re-rankingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Jia-Huei Ju
Jheng-Hong Yang
Chuan-Ju Wang
AIMat
141
23
0
29 Apr 2021
Societal Biases in Retrieved Contents: Measurement Framework and
  Adversarial Mitigation for BERT Rankers
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Navid Rekabsaz
Simone Kopeinik
Markus Schedl
264
72
0
28 Apr 2021
On the Use of Context for Predicting Citation Worthiness of Sentences in
  Scholarly Articles
On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly ArticlesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Rakesh Gosangi
Ravneet Arora
Mohsen Gheisarieha
Debanjan Mahata
Haimin Zhang
99
10
0
18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information
  Retrieval Models
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur
Nils Reimers
Andreas Rucklé
Abhishek Srivastava
Iryna Gurevych
VLM
1.4K
1,391
0
17 Apr 2021
Joint Passage Ranking for Diverse Multi-Answer Retrieval
Joint Passage Ranking for Diverse Multi-Answer RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Sewon Min
Kenton Lee
Ming-Wei Chang
Kristina Toutanova
Hannaneh Hajishirzi
256
48
0
17 Apr 2021
Ultra-High Dimensional Sparse Representations with Binarization for
  Efficient Text Retrieval
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Kyoung-Rok Jang
Junmo Kang
Giwon Hong
Sung-Hyon Myaeng
Joohee Park
Taewon Yoon
Heecheol Seo
213
22
0
15 Apr 2021
COIL: Revisit Exact Lexical Match in Information Retrieval with
  Contextualized Inverted List
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Luyu Gao
Zhuyun Dai
Jamie Callan
277
245
0
15 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic
  Aware Sampling
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Sebastian Hofstatter
Sheng-Chieh Lin
Jheng-Hong Yang
Jimmy J. Lin
Allan Hanbury
VLM
473
456
0
14 Apr 2021
Knowledge-driven Answer Generation for Conversational Search
Knowledge-driven Answer Generation for Conversational Search
Mariana Leite
Rafael Ferreira
David Semedo
João Magalhães
RALMKELM
214
1
0
14 Apr 2021
BERT Embeddings Can Track Context in Conversational Search
BERT Embeddings Can Track Context in Conversational Search
Rafael Ferreira
David Semedo
João Magalhães
AI4TS
130
0
0
13 Apr 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval
Multi-Step Reasoning Over Unstructured Text with Beam Dense RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Chen Zhao
Chenyan Xiong
Jordan L. Boyd-Graber
Hal Daumé
RALMLRM
184
33
0
13 Apr 2021
TREC 2020 Podcasts Track Overview
TREC 2020 Podcasts Track OverviewText Retrieval Conference (TREC), 2021
R. Jones
Ben Carteree
Ann Clion
Maria Eskevich
G. Jones
Jussi Karlgren
Aasish Pappu
S. Reddy
Yongze Yu
3DGS
163
39
0
29 Mar 2021
NaturalProofs: Mathematical Theorem Proving in Natural Language
NaturalProofs: Mathematical Theorem Proving in Natural Language
Sean Welleck
Hamish Ivison
Ronan Le Bras
Hannaneh Hajishirzi
Yejin Choi
Kyunghyun Cho
AIMat
278
92
0
24 Mar 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for
  Improved Cross-Modal Retrieval
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal RetrievalTransactions of the Association for Computational Linguistics (TACL), 2021
Gregor Geigle
Jonas Pfeiffer
Nils Reimers
Ivan Vulić
Iryna Gurevych
312
61
0
22 Mar 2021
Conversational Answer Generation and Factuality for Reading
  Comprehension Question-Answering
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering
Stanislav Peshterliev
Barlas Oğuz
Debojeet Chatterjee
Hakan Inan
Vikas Bhardwaj
116
4
0
11 Mar 2021
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with
  BERT-based Ranking Models
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Iurii Mokrii
Leonid Boytsov
Pavel Braslavski
234
29
0
04 Mar 2021
A Data-Centric Framework for Composable NLP Workflows
A Data-Centric Framework for Composable NLP WorkflowsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Zhengzhong Liu
Guanxiong Ding
Avinash Bukkittu
Mansi Gupta
Pengzhi Gao
...
Haoying Zhang
Xiaodan Liang
Teruko Mitamura
Eric Xing
Zhiting Hu
129
6
0
02 Mar 2021
Neural ranking models for document retrieval
Neural ranking models for document retrieval
M. Trabelsi
Zhiyu Zoey Chen
Brian D. Davison
J. Heflin
FedML
185
35
0
23 Feb 2021
Leveraging Query Resolution and Reading Comprehension for Conversational
  Passage Retrieval
Leveraging Query Resolution and Reading Comprehension for Conversational Passage RetrievalText Retrieval Conference (TREC), 2021
Svitlana Vakulenko
Nikos Voskarides
Zhucheng Tu
Shayne Longpre
98
4
0
17 Feb 2021
Exploring Classic and Neural Lexical Translation Models for Information
  Retrieval: Interpretability, Effectiveness, and Efficiency Benefits
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsEuropean Conference on Information Retrieval (ECIR), 2021
Leonid Boytsov
Zico Kolter
164
11
0
12 Feb 2021
Fairness Through Regularization for Learning to Rank
Fairness Through Regularization for Learning to Rank
Nikola Konstantinov
Christoph H. Lampert
FaML
187
13
0
11 Feb 2021
User Engagement Prediction for Clarification in Search
User Engagement Prediction for Clarification in SearchEuropean Conference on Information Retrieval (ECIR), 2021
Ivan Sekulić
Mohammad Aliannejadi
Fabio Crestani
155
26
0
08 Feb 2021
Speech Recognition by Simply Fine-tuning BERT
Speech Recognition by Simply Fine-tuning BERTIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Wen-Chin Huang
Chia-Hua Wu
Shang-Bao Luo
Kuan-Yu Chen
Hsin-Min Wang
Tomoki Toda
261
32
0
30 Jan 2021
Beyond Domain APIs: Task-oriented Conversational Modeling with
  Unstructured Knowledge Access Track in DSTC9
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9
Seokhwan Kim
Mihail Eric
Behnam Hedayatnia
Karthik Gopalakrishnan
Yang Liu
Chao-Wei Huang
Dilek Z. Hakkani-Tür
113
17
0
22 Jan 2021
Open-Domain Conversational Search Assistant with Transformers
Open-Domain Conversational Search Assistant with TransformersEuropean Conference on Information Retrieval (ECIR), 2021
Rafael Ferreira
Mariana Leite
David Semedo
João Magalhães
171
11
0
20 Jan 2021
Towards Confident Machine Reading Comprehension
Towards Confident Machine Reading Comprehension
Rishav Chakravarti
Avirup Sil
154
4
0
20 Jan 2021
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer
PGT: Pseudo Relevance Feedback Using a Graph-Based TransformerEuropean Conference on Information Retrieval (ECIR), 2021
HongChien Yu
Zhuyun Dai
Jamie Callan
160
24
0
20 Jan 2021
A Comparison of Question Rewriting Methods for Conversational Passage
  Retrieval
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalEuropean Conference on Information Retrieval (ECIR), 2021
Svitlana Vakulenko
Nikos Voskarides
Zhucheng Tu
Shayne Longpre
KELM
113
44
0
19 Jan 2021
Mitigating the Position Bias of Transformer Models in Passage Re-Ranking
Mitigating the Position Bias of Transformer Models in Passage Re-RankingEuropean Conference on Information Retrieval (ECIR), 2021
Sebastian Hofstatter
Aldo Lipani
Sophia Althammer
Markus Zlabinger
Allan Hanbury
310
22
0
18 Jan 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained
  Sequence-to-Sequence Models
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models
Ronak Pradeep
Rodrigo Nogueira
Jimmy J. Lin
MoE
290
193
0
14 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank Models
On the Calibration and Uncertainty of Neural Learning to Rank ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Gustavo Penha
C. Hauff
468
36
0
12 Jan 2021
Learning Better Sentence Representation with Syntax Information
Learning Better Sentence Representation with Syntax Information
Chen Yang
100
2
0
09 Jan 2021
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