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v1v2v3v4 (latest)

Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network

20 April 2020
Guanming Xiong
ArXiv (abs)PDFHTML

Papers citing "Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network"

32 / 32 papers shown
Retrospective Reader for Machine Reading Comprehension
Retrospective Reader for Machine Reading ComprehensionAAAI Conference on Artificial Intelligence (AAAI), 2020
Zhuosheng Zhang
Junjie Yang
Hai Zhao
RALM
389
237
0
27 Jan 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
591
314
0
24 Nov 2019
Hierarchical Graph Network for Multi-hop Question Answering
Hierarchical Graph Network for Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yuwei Fang
S. Sun
Zhe Gan
R. Pillai
Shuohang Wang
Jingjing Liu
446
188
0
09 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text
  Transformer
Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerJournal of machine learning research (JMLR), 2019
Colin Raffel
Noam M. Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
AIMat
1.7K
24,406
0
23 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language
  Representations
ALBERT: A Lite BERT for Self-supervised Learning of Language RepresentationsInternational Conference on Learning Representations (ICLR), 2019
Zhenzhong Lan
Mingda Chen
Sebastian Goodman
Kevin Gimpel
Piyush Sharma
Radu Soricut
SSLAIMat
1.3K
7,258
0
26 Sep 2019
Simple, Scalable Adaptation for Neural Machine Translation
Simple, Scalable Adaptation for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ankur Bapna
N. Arivazhagan
Orhan Firat
AI4CE
382
445
0
18 Sep 2019
SG-Net: Syntax-Guided Machine Reading Comprehension
SG-Net: Syntax-Guided Machine Reading ComprehensionAAAI Conference on Artificial Intelligence (AAAI), 2019
Zhuosheng Zhang
Yuwei Wu
Junru Zhou
Sufeng Duan
Hai Zhao
Rui Wang
415
191
0
14 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
M. Lewis
Luke Zettlemoyer
Veselin Stoyanov
AIMat
5.7K
28,553
0
26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding
XLNet: Generalized Autoregressive Pretraining for Language UnderstandingNeural Information Processing Systems (NeurIPS), 2019
Zhilin Yang
Zihang Dai
Yiming Yang
J. Carbonell
Ruslan Salakhutdinov
Quoc V. Le
AI4CE
988
9,187
0
19 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering
Multi-Hop Paragraph Retrieval for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yair Feldman
Ran El-Yaniv
RALM
297
103
0
15 Jun 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with
  Evidence Extraction
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Kosuke Nishida
Kyosuke Nishida
Masaaki Nagata
Atsushi Otsuka
Itsumi Saito
Hisako Asano
J. Tomita
RALM
285
107
0
21 May 2019
Multi-hop Reading Comprehension across Multiple Documents by Reasoning
  over Heterogeneous Graphs
Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous GraphsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Ming Tu
Guangtao Wang
Jing-ling Huang
Yun Tang
Xiaodong He
Bowen Zhou
268
161
0
17 May 2019
Dynamically Fused Graph Network for Multi-hop Reasoning
Dynamically Fused Graph Network for Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yunxuan Xiao
Yanru Qu
Lin Qiu
Hao Zhou
Lei Li
Weinan Zhang
Yong Yu
281
210
0
16 May 2019
Cognitive Graph for Multi-Hop Reading Comprehension at Scale
Cognitive Graph for Multi-Hop Reading Comprehension at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Ming Ding
Chang Zhou
Qibin Chen
Hongxia Yang
Jie Tang
265
238
0
14 May 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for
  Multi-hop Reasoning Question Answering
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering
Yu Cao
Meng Fang
Dacheng Tao
GNNBDL
179
82
0
10 Apr 2019
Parameter-Efficient Transfer Learning for NLP
Parameter-Efficient Transfer Learning for NLPInternational Conference on Machine Learning (ICML), 2019
N. Houlsby
A. Giurgiu
Stanislaw Jastrzebski
Bruna Morrone
Quentin de Laroussilhe
Andrea Gesmundo
Mona Attariyan
Sylvain Gelly
663
5,896
0
02 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Zihang Dai
Zhilin Yang
Yiming Yang
J. Carbonell
Quoc V. Le
Ruslan Salakhutdinov
VLM
858
4,213
0
09 Jan 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question
  Answering
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
Victor Zhong
Caiming Xiong
N. Keskar
R. Socher
296
63
0
03 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLMSSLSSeg
3.0K
110,643
0
11 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question
  Answering
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2018
Zhilin Yang
Peng Qi
Saizheng Zhang
Yoshua Bengio
William W. Cohen
Ruslan Salakhutdinov
Christopher D. Manning
RALM
905
3,892
0
25 Sep 2018
Exploring Graph-structured Passage Representation for Multi-hop Reading
  Comprehension with Graph Neural Networks
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks
Linfeng Song
Zhiguo Wang
Mo Yu
Yue Zhang
Radu Florian
D. Gildea
GNN
215
112
0
06 Sep 2018
Question Answering by Reasoning Across Documents with Graph
  Convolutional Networks
Question Answering by Reasoning Across Documents with Graph Convolutional Networks
Nicola De Cao
Wilker Aziz
Ivan Titov
BDLRALMGNN
391
243
0
29 Aug 2018
Know What You Don't Know: Unanswerable Questions for SQuAD
Know What You Don't Know: Unanswerable Questions for SQuAD
Pranav Rajpurkar
Robin Jia
Abigail Z. Jacobs
RALMELM
843
3,182
0
11 Jun 2018
Neural Models for Reasoning over Multiple Mentions using Coreference
Neural Models for Reasoning over Multiple Mentions using Coreference
Bhuwan Dhingra
Qiao Jin
Zhilin Yang
William W. Cohen
Ruslan Salakhutdinov
GNNLRM
237
107
0
16 Apr 2018
The Web as a Knowledge-base for Answering Complex Questions
The Web as a Knowledge-base for Answering Complex Questions
Alon Talmor
Jonathan Berant
435
725
0
18 Mar 2018
Graph Attention Networks
Graph Attention NetworksInternational Conference on Learning Representations (ICLR), 2017
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lio
Yoshua Bengio
GNN
4.6K
24,827
0
30 Oct 2017
Simple and Effective Multi-Paragraph Reading Comprehension
Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2017
Christopher Clark
Matt Gardner
RALM
396
481
0
29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across
  Documents
Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl
Pontus Stenetorp
Sebastian Riedel
SyDaRALM
392
547
0
17 Oct 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for
  Reading Comprehension
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Mandar Joshi
Eunsol Choi
Daniel S. Weld
Luke Zettlemoyer
RALM
2.5K
3,465
0
09 May 2017
Reading Wikipedia to Answer Open-Domain Questions
Reading Wikipedia to Answer Open-Domain Questions
Danqi Chen
Adam Fisch
Jason Weston
Antoine Bordes
RALM
542
2,166
0
31 Mar 2017
Bidirectional Attention Flow for Machine Comprehension
Bidirectional Attention Flow for Machine Comprehension
Minjoon Seo
Aniruddha Kembhavi
Ali Farhadi
Hannaneh Hajishirzi
1.1K
2,128
0
05 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text
SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Abigail Z. Jacobs
RALM
752
9,081
0
16 Jun 2016
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