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1909.04849
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A Discrete Hard EM Approach for Weakly Supervised Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
11 September 2019
Sewon Min
Danqi Chen
Hannaneh Hajishirzi
Luke Zettlemoyer
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Papers citing
"A Discrete Hard EM Approach for Weakly Supervised Question Answering"
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Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
David Wilmot
Frank Keller
RALM
KELM
219
24
0
08 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Martin Fajcik
Martin Docekal
Karel Ondrej
Pavel Smrz
142
50
0
08 Sep 2021
Lyra: A Benchmark for Turducken-Style Code Generation
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Qingyuan Liang
Zeyu Sun
Qihao Zhu
Wenjie Zhang
Lian Yu
Yingfei Xiong
Jun Liu
168
17
0
27 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Alexander Hanbo Li
Patrick Ng
Peng Xu
Henghui Zhu
Zhiguo Wang
Bing Xiang
LMTD
361
33
0
05 Aug 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval
Neural Information Processing Systems (NeurIPS), 2021
Akari Asai
Xinyan Velocity Yu
Jungo Kasai
Hannaneh Hajishirzi
RALM
LRM
251
80
0
26 Jul 2021
TAPEX: Table Pre-training via Learning a Neural SQL Executor
International Conference on Learning Representations (ICLR), 2021
Qian Liu
Bei Chen
Jiaqi Guo
Morteza Ziyadi
Zeqi Lin
Weizhu Chen
Jian-Guang Lou
LMTD
456
322
0
16 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints
Yuxiang Wu
Pasquale Minervini
Pontus Stenetorp
Sebastian Riedel
208
5
0
05 Jul 2021
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Zhihong Shao
Lifeng Shang
Qun Liu
Shiyu Huang
122
8
0
14 Jun 2021
Break-It-Fix-It: Unsupervised Learning for Program Repair
International Conference on Machine Learning (ICML), 2021
Michihiro Yasunaga
Abigail Z. Jacobs
243
121
0
11 Jun 2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
Neural Information Processing Systems (NeurIPS), 2021
Devendra Singh Sachan
Siva Reddy
William L. Hamilton
Chris Dyer
Dani Yogatama
OOD
RALM
258
184
0
09 Jun 2021
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study
Transactions of the Association for Computational Linguistics (TACL), 2021
Xiangyang Mou
Chenghao Yang
Mo Yu
Bingsheng Yao
Xiaoxiao Guo
Saloni Potdar
Hui Su
LMTD
162
28
0
07 Jun 2021
DoT: An efficient Double Transformer for NLP tasks with tables
Findings (Findings), 2021
Syrine Krichene
Thomas Müller
Julian Martin Eisenschlos
183
15
0
01 Jun 2021
Efficient Retrieval Optimized Multi-task Learning
He Fun
S. Gandhi
Sujith Ravi
RALM
158
6
0
20 Apr 2021
Generative Context Pair Selection for Multi-hop Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Dheeru Dua
Cicero Nogueira dos Santos
Patrick Ng
Ben Athiwaratkun
Bing Xiang
Matt Gardner
Sameer Singh
LRM
112
2
0
18 Apr 2021
Simple and Efficient ways to Improve REALM
Workshop on Machine Reading for Question Answering (MRQA), 2021
Vidhisha Balachandran
Ashish Vaswani
Yulia Tsvetkov
Niki Parmar
VLM
151
5
0
18 Apr 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Michael R. Glass
Mustafa Canim
A. Gliozzo
Saneem A. Chemmengath
Vishwajeet Kumar
Rishav Chakravarti
Avirup Sil
FeiFei Pan
Samarth Bharadwaj
Nicolas Rodolfo Fauceglia
LMTD
303
59
0
16 Apr 2021
Learning from Executions for Semantic Parsing
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Bailin Wang
Mirella Lapata
Ivan Titov
122
12
0
12 Apr 2021
Self-supervised Text-to-SQL Learning with Header Alignment Training
Donggyu Kim
Seanie Lee
SSL
LMTD
120
1
0
11 Mar 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA
Martin Fajcik
Martin Docekal
Karel Ondrej
Pavel Smrz
212
8
0
21 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
Transactions of the Association for Computational Linguistics (TACL), 2021
Patrick Lewis
Yuxiang Wu
Linqing Liu
Pasquale Minervini
Heinrich Küttler
Aleksandra Piktus
Pontus Stenetorp
Sebastian Riedel
RALM
408
259
0
13 Feb 2021
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests
AAAI Conference on Artificial Intelligence (AAAI), 2021
Jiaao Chen
Diyi Yang
139
24
0
16 Jan 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering
Findings (Findings), 2021
Yuning Mao
Pengcheng He
Xiaodong Liu
Yelong Shen
Jianfeng Gao
Jiawei Han
Weizhu Chen
OOD
LRM
381
40
0
01 Jan 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Hao Cheng
Yelong Shen
Xiaodong Liu
Pengcheng He
Weizhu Chen
Jianfeng Gao
315
64
0
01 Jan 2021
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Neural Information Processing Systems (NeurIPS), 2021
Sewon Min
Jordan L. Boyd-Graber
Chris Alberti
Danqi Chen
Eunsol Choi
...
Dmytro Okhonko
Michael Schlichtkrull
Sonal Gupta
Yashar Mehdad
Anuj Kumar
282
66
0
01 Jan 2021
A Memory Efficient Baseline for Open Domain Question Answering
Gautier Izacard
Fabio Petroni
Lucas Hosseini
Nicola De Cao
Sebastian Riedel
Edouard Grave
MQ
171
45
0
30 Dec 2020
Learning Dense Representations of Phrases at Scale
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Jinhyuk Lee
Mujeen Sung
Jaewoo Kang
Danqi Chen
RALM
DML
NAI
358
126
0
23 Dec 2020
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Yifan Gao
Henghui Zhu
Patrick Ng
Cicero Nogueira dos Santos
Zhiguo Wang
Feng Nan
Dejiao Zhang
Ramesh Nallapati
Andrew O. Arnold
Bing Xiang
208
25
0
26 Nov 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
James Ferguson
Matt Gardner
Hannaneh Hajishirzi
Tushar Khot
Pradeep Dasigi
RALM
215
63
0
13 Nov 2020
Don't Read Too Much into It: Adaptive Computation for Open-Domain Question Answering
Yuxiang Wu
Sebastian Riedel
Pasquale Minervini
Pontus Stenetorp
152
9
0
10 Nov 2020
Exploring End-to-End Differentiable Natural Logic Modeling
Yufei Feng
Zióu Zheng
Quan Liu
Michael A. Greenspan
Xiao-Dan Zhu
190
15
0
08 Nov 2020
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language
Ning Li
Bethany Keller
M. Butler
Daniel Cer
178
8
0
07 Nov 2020
Context-Aware Answer Extraction in Question Answering
Yeon Seonwoo
Ji-Hoon Kim
Jung-Woo Ha
Alice Oh
195
32
0
05 Nov 2020
Unsupervised Multiple Choices Question Answering: Start Learning from Basic Knowledge
Chi-Liang Liu
Hung-yi Lee
OffRL
SSL
136
4
0
21 Oct 2020
Is Retriever Merely an Approximator of Reader?
Sohee Yang
Minjoon Seo
RALM
144
44
0
21 Oct 2020
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering
Srini Iyer
Sewon Min
Yashar Mehdad
Anuj Kumar
LRM
404
14
0
21 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Yingqi Qu
Yuchen Ding
Jing Liu
Kai Liu
Ruiyang Ren
Xin Zhao
Daxiang Dong
Hua Wu
Haifeng Wang
RALM
OffRL
525
688
0
16 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites
Ruiqi Zhong
Tao Yu
Dan Klein
194
165
0
06 Oct 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Xiaoxiao Guo
Mo Yu
Yupeng Gao
Chuang Gan
Murray Campbell
Shiyu Chang
144
34
0
05 Oct 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
Tao Yu
Chien-Sheng Wu
Xi Lin
Bailin Wang
Y. Tan
Xinyi Yang
Dragomir R. Radev
R. Socher
Caiming Xiong
LMTD
333
279
0
29 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Tiancheng Zhao
Xiaopeng Lu
Kyusong Lee
RALM
234
103
0
28 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Yuning Mao
Pengcheng He
Xiaodong Liu
Yelong Shen
Jianfeng Gao
Jiawei Han
Weizhu Chen
RALM
442
294
0
17 Sep 2020
Span-based Semantic Parsing for Compositional Generalization
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Jonathan Herzig
Jonathan Berant
ReLM
LRM
245
104
0
13 Sep 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Patrick Lewis
Pontus Stenetorp
Sebastian Riedel
OOD
ELM
288
195
0
06 Aug 2020
Photon: A Robust Cross-Domain Text-to-SQL System
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Jichuan Zeng
Xi Lin
Caiming Xiong
R. Socher
Michael R. Lyu
Irwin King
Guosheng Lin
183
55
0
30 Jul 2020
Frustratingly Hard Evidence Retrieval for QA Over Books
Xiangyang Mou
Mo Yu
Bingsheng Yao
Chenghao Yang
Xiaoxiao Guo
Saloni Potdar
Hui Su
RALM
140
11
0
20 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
Gautier Izacard
Edouard Grave
RALM
458
1,496
0
02 Jul 2020
Relevance-guided Supervision for OpenQA with ColBERT
Omar Khattab
Christopher Potts
Matei A. Zaharia
RALM
170
107
0
01 Jul 2020
A Complex KBQA System using Multiple Reasoning Paths
Kechen Qin
Yu Wang
Cheng Li
Kalpa Gunaratna
Hongxia Jin
J. Aslam
J. Aslam
113
8
0
22 May 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Hao Cheng
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
256
22
0
05 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System
Findings (Findings), 2020
Daniel Khashabi
Sewon Min
Tushar Khot
Ashish Sabharwal
Oyvind Tafjord
Peter Clark
Hannaneh Hajishirzi
634
799
0
02 May 2020
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