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Learning Recurrent Span Representations for Extractive Question
  Answering
v1v2 (latest)

Learning Recurrent Span Representations for Extractive Question Answering

4 November 2016
Kenton Lee
Shimi Salant
Tom Kwiatkowski
Ankur P. Parikh
Dipanjan Das
Jonathan Berant
    RALM
ArXiv (abs)PDFHTML

Papers citing "Learning Recurrent Span Representations for Extractive Question Answering"

50 / 71 papers shown
Title
Highlight & Summarize: RAG without the jailbreaks
Highlight & Summarize: RAG without the jailbreaks
Giovanni Cherubin
Andrew Paverd
SILMAAML
90
1
0
04 Aug 2025
Copy Is All You Need
Copy Is All You NeedInternational Conference on Learning Representations (ICLR), 2023
Tian Lan
Deng Cai
Yan Wang
Heyan Huang
Xian-Ling Mao
211
32
0
13 Jul 2023
TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for
  Dialogue-based Relation Extraction
TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation ExtractionInternational Conference on Computer Supported Cooperative Work in Design (CSCWD), 2023
Hao An
Dongsheng Chen
Weiyuan Xu
Zhihong Zhu
Yuexian Zou
205
3
0
30 Mar 2023
An Empirical Study on Finding Spans
An Empirical Study on Finding SpansConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Weiwei Gu
Boyuan Zheng
Yunmo Chen
Tongfei Chen
Benjamin Van Durme
170
4
0
13 Oct 2022
SPOT: Knowledge-Enhanced Language Representations for Information
  Extraction
SPOT: Knowledge-Enhanced Language Representations for Information ExtractionInternational Conference on Information and Knowledge Management (CIKM), 2022
Jiacheng Li
Yannis Katsis
Tyler Baldwin
Ho-Cheol Kim
Andrew Bartko
Julian McAuley
Chun-Nan Hsu
159
18
0
20 Aug 2022
Parameter-Efficient Abstractive Question Answering over Tables or Text
Parameter-Efficient Abstractive Question Answering over Tables or TextWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2022
Vaishali Pal
Evangelos Kanoulas
Maarten de Rijke
LMTD
190
15
0
07 Apr 2022
ANNA: Enhanced Language Representation for Question Answering
ANNA: Enhanced Language Representation for Question AnsweringWorkshop on Representation Learning for NLP (RepL4NLP), 2022
Changwook Jun
Hansol Jang
Myoseop Sim
Hyun Kim
Jooyoung Choi
Kyungkoo Min
Kyunghoon Bae
177
8
0
28 Mar 2022
Packed Levitated Marker for Entity and Relation Extraction
Packed Levitated Marker for Entity and Relation Extraction
Deming Ye
Yankai Lin
Peng Li
Maosong Sun
378
127
0
13 Sep 2021
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues
TREND: Trigger-Enhanced Relation-Extraction Network for DialoguesSIGDIAL Conferences (SIGDIAL), 2021
Po-Wei Lin
Shang-Yu Su
Yun-Nung Chen
217
6
0
31 Aug 2021
Is Sluice Resolution really just Question Answering?
Is Sluice Resolution really just Question Answering?
Peratham Wiriyathammabhum
91
0
0
29 May 2021
Open Domain Question Answering over Tables via Dense Retrieval
Open Domain Question Answering over Tables via Dense RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Jonathan Herzig
Thomas Müller
Syrine Krichene
Julian Martin Eisenschlos
LMTDVLMRALM
231
126
0
22 Mar 2021
Do Question Answering Modeling Improvements Hold Across Benchmarks?
Do Question Answering Modeling Improvements Hold Across Benchmarks?Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Nelson F. Liu
Tony Lee
Robin Jia
Abigail Z. Jacobs
126
16
0
01 Feb 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
A Joint Training Dual-MRC Framework for Aspect Based Sentiment AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2021
Yue Mao
Yi Shen
Chao Yu
Longjun Cai
486
225
0
04 Jan 2021
Learning Dense Representations of Phrases at Scale
Learning Dense Representations of Phrases at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Jinhyuk Lee
Mujeen Sung
Jaewoo Kang
Danqi Chen
RALMDMLNAI
244
126
0
23 Dec 2020
When in Doubt, Ask: Generating Answerable and Unanswerable Questions,
  Unsupervised
When in Doubt, Ask: Generating Answerable and Unanswerable Questions, UnsupervisedInternational Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE), 2020
L. Nikolenko
P. R. Kalehbasti
120
1
0
04 Oct 2020
MaP: A Matrix-based Prediction Approach to Improve Span Extraction in
  Machine Reading Comprehension
MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension
Huaishao Luo
Yu Shi
Ming Gong
Linjun Shou
Tianrui Li
110
6
0
29 Sep 2020
End-to-End Neural Event Coreference Resolution
End-to-End Neural Event Coreference ResolutionArtificial Intelligence (AIJ), 2020
Yaojie Lu
Hongyu Lin
Jialong Tang
Xianpei Han
Le Sun
111
37
0
17 Sep 2020
Rethinking the Objectives of Extractive Question Answering
Rethinking the Objectives of Extractive Question AnsweringWorkshop on Machine Reading for Question Answering (MRQA), 2020
Martin Fajcik
Josef Jon
Pavel Smrz
277
12
0
28 Aug 2020
Using Holographically Compressed Embeddings in Question Answering
Using Holographically Compressed Embeddings in Question Answering
Salvador E. Barbosa
NAI
103
2
0
14 Jul 2020
Efficient Conformal Prediction via Cascaded Inference with Expanded
  Admission
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
Adam Fisch
Tal Schuster
Tommi Jaakkola
Regina Barzilay
276
1
0
06 Jul 2020
A Cross-Task Analysis of Text Span Representations
A Cross-Task Analysis of Text Span Representations
Shubham Toshniwal
Freda Shi
Bowen Shi
Lingyu Gao
Karen Livescu
Kevin Gimpel
148
36
0
06 Jun 2020
Empirical Evaluation of Pretraining Strategies for Supervised Entity
  Linking
Empirical Evaluation of Pretraining Strategies for Supervised Entity LinkingConference on Automated Knowledge Base Construction (AKBC), 2020
Thibault Févry
Nicholas FitzGerald
Livio Baldini Soares
Tom Kwiatkowski
176
29
0
28 May 2020
Look at the First Sentence: Position Bias in Question Answering
Look at the First Sentence: Position Bias in Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Miyoung Ko
Jinhyuk Lee
Hyunjae Kim
Gangwoo Kim
Jaewoo Kang
FaMLOOD
257
108
0
30 Apr 2020
The Effect of Natural Distribution Shift on Question Answering Models
The Effect of Natural Distribution Shift on Question Answering ModelsInternational Conference on Machine Learning (ICML), 2020
John Miller
K. Krauth
Benjamin Recht
Ludwig Schmidt
OOD
214
153
0
29 Apr 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
563
2,517
0
10 Feb 2020
A Study of the Tasks and Models in Machine Reading Comprehension
A Study of the Tasks and Models in Machine Reading Comprehension
Chao Wang
LRM
141
1
0
23 Jan 2020
A Survey on Machine Reading Comprehension Systems
A Survey on Machine Reading Comprehension SystemsNatural Language Engineering (NLE), 2020
Razieh Baradaran
Razieh Ghiasi
Hossein Amirkhani
FaML
303
95
0
06 Jan 2020
TutorialVQA: Question Answering Dataset for Tutorial Videos
TutorialVQA: Question Answering Dataset for Tutorial VideosInternational Conference on Language Resources and Evaluation (LREC), 2019
Anthony Colas
Seokhwan Kim
Franck Dernoncourt
Siddhesh Gupte
D. Wang
Doo Soon Kim
197
34
0
02 Dec 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
228
31
0
07 Nov 2019
Giving BERT a Calculator: Finding Operations and Arguments with Reading
  Comprehension
Giving BERT a Calculator: Finding Operations and Arguments with Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
D. Andor
Luheng He
Kenton Lee
Emily Pitler
AIMat
230
100
0
31 Aug 2019
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for
  Conversational Machine Comprehension
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine ComprehensionInternational Joint Conference on Artificial Intelligence (IJCAI), 2019
Yu Chen
Lingfei Wu
Mohammed J Zaki
251
79
0
31 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans
SpanBERT: Improving Pre-training by Representing and Predicting SpansTransactions of the Association for Computational Linguistics (TACL), 2019
Mandar Joshi
Danqi Chen
Yinhan Liu
Daniel S. Weld
Luke Zettlemoyer
Omer Levy
544
2,078
0
24 Jul 2019
Improving Background Based Conversation with Context-aware Knowledge
  Pre-selection
Improving Background Based Conversation with Context-aware Knowledge Pre-selection
Yangjun Zhang
Sudipta Singha Roy
Maarten de Rijke
BDL
125
19
0
16 Jun 2019
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and
  Classification
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Minghao Hu
Yuxing Peng
Zhen Huang
Dongsheng Li
Yiwei Lv
204
218
0
10 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Kenton Lee
Ming-Wei Chang
Kristina Toutanova
RALM
413
1,104
0
01 Jun 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural
  Section Title Generation
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation
Sebastian Gehrmann
Steven Layne
Franck Dernoncourt
93
10
0
15 Apr 2019
Making Neural Machine Reading Comprehension Faster
Making Neural Machine Reading Comprehension Faster
Debajyoti Chatterjee
AIMat
167
9
0
29 Mar 2019
Multi-Perspective Fusion Network for Commonsense Reading Comprehension
Multi-Perspective Fusion Network for Commonsense Reading Comprehension
Chunhua Liu
Yan Zhao
Q. Si
Haiou Zhang
Bohan Li
Dong Yu
FaML
98
1
0
08 Jan 2019
A Fully Attention-Based Information Retriever
A Fully Attention-Based Information Retriever
Alvaro H. C. Correia
Jorge Luiz Moreira Silva
Thiago de C. Martins
Fabio Gagliardi Cozman
123
4
0
22 Oct 2018
U-Net: Machine Reading Comprehension with Unanswerable Questions
U-Net: Machine Reading Comprehension with Unanswerable Questions
Fu Sun
Linyang Li
Xipeng Qiu
Yang Liu
176
47
0
12 Oct 2018
Learning to Search in Long Documents Using Document Structure
Learning to Search in Long Documents Using Document Structure
Mor Geva
Jonathan Berant
RALM
148
16
0
09 Jun 2018
A Systematic Classification of Knowledge, Reasoning, and Context within
  the ARC Dataset
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
Michael Boratko
Harshit Padigela
Divyendra Mikkilineni
Pritish Yuvraj
Rajarshi Das
...
Pavan Kapanipathi
Nicholas Mattei
Ryan Musa
Kartik Talamadupula
Michael Witbrock
222
76
0
01 Jun 2018
Efficient and Robust Question Answering from Minimal Context over
  Documents
Efficient and Robust Question Answering from Minimal Context over Documents
Sewon Min
Victor Zhong
R. Socher
Caiming Xiong
AAML
195
167
0
21 May 2018
Joint Training of Candidate Extraction and Answer Selection for Reading
  Comprehension
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension
Zhen Wang
Jiachen Liu
Xinyan Xiao
Yajuan Lyu
Tian Wu
129
38
0
16 May 2018
Large-Scale QA-SRL Parsing
Large-Scale QA-SRL Parsing
Nicholas FitzGerald
Julian Michael
Luheng He
Luke Zettlemoyer
129
100
0
14 May 2018
QANet: Combining Local Convolution with Global Self-Attention for
  Reading Comprehension
QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionInternational Conference on Learning Representations (ICLR), 2018
Adams Wei Yu
David Dohan
Minh-Thang Luong
Rui Zhao
Kai Chen
Mohammad Norouzi
Quoc V. Le
RALMAIMat
209
1,123
0
23 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document
  Comprehension
Phrase-Indexed Question Answering: A New Challenge for Scalable Document ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2018
Minjoon Seo
Tom Kwiatkowski
Ankur P. Parikh
Ali Farhadi
Hannaneh Hajishirzi
RALM
259
58
0
20 Apr 2018
CAESAR: Context Awareness Enabled Summary-Attentive Reader
CAESAR: Context Awareness Enabled Summary-Attentive Reader
Long-Huei Chen
Kshitiz Tripathi
57
0
0
04 Mar 2018
A Question-Focused Multi-Factor Attention Network for Question Answering
A Question-Focused Multi-Factor Attention Network for Question Answering
Souvik Kundu
Hwee Tou Ng
113
39
0
25 Jan 2018
Contextualized Word Representations for Reading Comprehension
Contextualized Word Representations for Reading Comprehension
Shimi Salant
Jonathan Berant
183
42
0
10 Dec 2017
12
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