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ReQA: An Evaluation for End-to-End Answer Retrieval Models
v1v2 (latest)

ReQA: An Evaluation for End-to-End Answer Retrieval Models

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
10 July 2019
Amin Ahmad
Noah Constant
Yinfei Yang
Daniel Cer
    RALM
ArXiv (abs)PDFHTML

Papers citing "ReQA: An Evaluation for End-to-End Answer Retrieval Models"

24 / 24 papers shown
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product SearchAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Tingyang Chen
Cong Fu
Xiangyu Ke
Yunjun Gao
Yabo Ni
Anxiang Zeng
200
3
0
21 Apr 2025
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual
  Question Answering
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
A. S. Penamakuri
Manish Gupta
Mithun Das Gupta
Anand Mishra
166
7
0
29 Jun 2023
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for
  Answer Retrieval
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yanmeng Wang
Jun Bai
Ye Wang
Jianfei Zhang
Wenge Rong
Zongcheng Ji
Shaojun Wang
Jing Xiao
RALM
125
12
0
07 Jun 2022
Large Dual Encoders Are Generalizable Retrievers
Large Dual Encoders Are Generalizable Retrievers
Jianmo Ni
Chen Qu
Jing Lu
Zhuyun Dai
Gustavo Hernández Ábrego
...
Vincent Zhao
Yi Luan
Keith B. Hall
Ming-Wei Chang
Yinfei Yang
DML
617
556
0
15 Dec 2021
A Simple and Effective Method To Eliminate the Self Language Bias in
  Multilingual Representations
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ziyi Yang
Yinfei Yang
Daniel Cer
Eric F. Darve
200
27
0
10 Sep 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text
  Models
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
Jianmo Ni
Gustavo Hernández Ábrego
Noah Constant
Ji Ma
Keith B. Hall
Daniel Cer
Yinfei Yang
527
703
0
19 Aug 2021
Semantic Answer Similarity for Evaluating Question Answering Models
Semantic Answer Similarity for Evaluating Question Answering ModelsWorkshop on Machine Reading for Question Answering (MRQA), 2021
Julian Risch
Timo Moller
Julian Gutsch
M. Pietsch
ELM
350
90
0
13 Aug 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
78
4
0
16 Jun 2021
Improving Transformer-Kernel Ranking Model Using Conformer and Query
  Term Independence
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term IndependenceAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Bhaskar Mitra
Sebastian Hofstatter
Hamed Zamani
Nick Craswell
176
9
0
19 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
1,369
0
17 Apr 2021
Weakly-Supervised Open-Retrieval Conversational Question Answering
Weakly-Supervised Open-Retrieval Conversational Question AnsweringEuropean Conference on Information Retrieval (ECIR), 2021
Chen Qu
Liu Yang
Cen Chen
W. Bruce Croft
Kalpesh Krishna
Mohit Iyyer
RALM
150
14
0
03 Mar 2021
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines
Mahdi Hajiaghayi
Monir Hajiaghayi
Mark R. Bolin
106
0
0
01 Mar 2021
Neural Passage Retrieval with Improved Negative Contrast
Neural Passage Retrieval with Improved Negative Contrast
Jing Lu
Gustavo Hernández Ábrego
Ji Ma
Jianmo Ni
Yinfei Yang
235
25
0
23 Oct 2020
Neural Retrieval for Question Answering with Cross-Attention Supervised
  Data Augmentation
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation
Yinfei Yang
Ning Jin
Kuo Lin
Mandy Guo
Daniel Cer
179
33
0
29 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer
  Matching Retrieval
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020
Tiancheng Zhao
Xiaopeng Lu
Kyusong Lee
RALM
233
102
0
28 Sep 2020
Conformer-Kernel with Query Term Independence for Document Retrieval
Conformer-Kernel with Query Term Independence for Document Retrieval
Bhaskar Mitra
Sebastian Hofstatter
Hamed Zamani
Nick Craswell
169
22
0
20 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense
  Text Retrieval
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
903
1,427
0
01 Jul 2020
Open-Retrieval Conversational Question Answering
Open-Retrieval Conversational Question Answering
Chen Qu
Liu Yang
Cen Chen
Minghui Qiu
W. Bruce Croft
Mohit Iyyer
RALM
245
192
0
22 May 2020
Crossing Variational Autoencoders for Answer Retrieval
Crossing Variational Autoencoders for Answer RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Wenhao Yu
Lingfei Wu
Qingkai Zeng
S. Tao
Yu Deng
Meng Jiang
DRLRALMOODBDL
216
15
0
06 May 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering
  Models
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models
Mandy Guo
Yinfei Yang
Daniel Cer
Qinlan Shen
Noah Constant
LRM
146
52
0
05 May 2020
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic
  Question Generation
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation
Ji Ma
I. Korotkov
Yinfei Yang
Keith B. Hall
Ryan T. McDonald
RALM
254
32
0
29 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual pool
LAReQA: Language-agnostic answer retrieval from a multilingual poolConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Uma Roy
Noah Constant
Rami Al-Rfou
Aditya Barua
Aaron B. Phillips
Yinfei Yang
RALM
177
60
0
11 Apr 2020
Talk to Papers: Bringing Neural Question Answering to Academic Search
Talk to Papers: Bringing Neural Question Answering to Academic SearchAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Tiancheng Zhao
Kyusong Lee
277
15
0
04 Apr 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval
Pre-training Tasks for Embedding-based Large-scale RetrievalInternational Conference on Learning Representations (ICLR), 2020
Wei-Cheng Chang
Felix X. Yu
Yin-Wen Chang
Yiming Yang
Sanjiv Kumar
RALM
218
318
0
10 Feb 2020
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