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A Discrete Hard EM Approach for Weakly Supervised Question Answering

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
ArXiv (abs)PDFHTML

Papers citing "A Discrete Hard EM Approach for Weakly Supervised Question Answering"

14 / 114 papers shown
Progressively Pretrained Dense Corpus Index for Open-Domain Question
  Answering
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Wenhan Xiong
Hong Wang
Wenjie Wang
RALM
333
18
0
30 Apr 2020
AmbigQA: Answering Ambiguous Open-domain Questions
AmbigQA: Answering Ambiguous Open-domain Questions
Sewon Min
Julian Michael
Hannaneh Hajishirzi
Luke Zettlemoyer
419
397
0
22 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision
Entities as Experts: Sparse Memory Access with Entity SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Thibault Févry
Livio Baldini Soares
Nicholas FitzGerald
Eunsol Choi
Tom Kwiatkowski
RALM
354
170
0
15 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering
Dense Passage Retrieval for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Vladimir Karpukhin
Barlas Oğuz
Sewon Min
Patrick Lewis
Ledell Yu Wu
Sergey Edunov
Danqi Chen
Anuj Kumar
RALM
640
4,851
0
10 Apr 2020
Learning to Recover Reasoning Chains for Multi-Hop Question Answering
  via Cooperative Games
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games
Yufei Feng
Mo Yu
Wenhan Xiong
Xiaoxiao Guo
Junjie Huang
Shiyu Chang
Murray Campbell
Michael A. Greenspan
Xiao-Dan Zhu
OffRLLRM
174
5
0
06 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training
TAPAS: Weakly Supervised Table Parsing via Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Jonathan Herzig
Pawel Krzysztof Nowak
Thomas Müller
Francesco Piccinno
Julian Martin Eisenschlos
LMTDRALM
472
786
0
05 Apr 2020
DC-BERT: Decoupling Question and Document for Efficient Contextual
  Encoding
DC-BERT: Decoupling Question and Document for Efficient Contextual EncodingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020
Yuyu Zhang
Ping Nie
Xiubo Geng
Arun Ramamurthy
Le Song
Daxin Jiang
155
63
0
28 Feb 2020
Differentiable Reasoning over a Virtual Knowledge Base
Differentiable Reasoning over a Virtual Knowledge BaseInternational Conference on Learning Representations (ICLR), 2020
Bhuwan Dhingra
Manzil Zaheer
Vidhisha Balachandran
Graham Neubig
Ruslan Salakhutdinov
William W. Cohen
183
91
0
25 Feb 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model?
How Much Knowledge Can You Pack Into the Parameters of a Language Model?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Adam Roberts
Colin Raffel
Noam M. Shazeer
KELM
573
995
0
10 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training
REALM: Retrieval-Augmented Language Model Pre-TrainingInternational Conference on Machine Learning (ICML), 2020
Kelvin Guu
Kenton Lee
Zora Tung
Panupong Pasupat
Ming-Wei Chang
RALM
1.3K
2,611
0
10 Feb 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question
  Answering
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringInternational Conference on Learning Representations (ICLR), 2019
Akari Asai
Kazuma Hashimoto
Hannaneh Hajishirzi
R. Socher
Caiming Xiong
RALMKELMLRM
487
311
0
24 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question
  Answering
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering
Sewon Min
Danqi Chen
Luke Zettlemoyer
Hannaneh Hajishirzi
RALM
278
111
0
10 Nov 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question
  Answering
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Jinhyuk Lee
Minjoon Seo
Hannaneh Hajishirzi
Jaewoo Kang
RALMLRM
304
31
0
07 Nov 2019
Effective Search of Logical Forms for Weakly Supervised Knowledge-Based
  Question Answering
Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question AnsweringInternational Joint Conference on Artificial Intelligence (IJCAI), 2019
Tao Shen
Xiubo Geng
Tao Qin
Guodong Long
Jing Jiang
Daxin Jiang
107
8
0
06 Sep 2019
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