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Learning Sentence Representation with Guidance of Human Attention
v1v2 (latest)

Learning Sentence Representation with Guidance of Human Attention

29 September 2016
Shaonan Wang
Jiajun Zhang
Chengqing Zong
ArXiv (abs)PDFHTML

Papers citing "Learning Sentence Representation with Guidance of Human Attention"

26 / 26 papers shown
Synthesizing Human Gaze Feedback for Improved NLP Performance
Synthesizing Human Gaze Feedback for Improved NLP PerformanceConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Varun Khurana
Yaman Kumar Singla
Nora Hollenstein
R. Kumar
Balaji Krishnamurthy
254
22
0
11 Feb 2023
Language Cognition and Language Computation -- Human and Machine
  Language Understanding
Language Cognition and Language Computation -- Human and Machine Language Understanding
Shaonan Wang
Nai Ding
Nan Lin
Jiajun Zhang
Chengqing Zong
295
2
0
12 Jan 2023
SG-Net: Syntax Guided Transformer for Language Representation
SG-Net: Syntax Guided Transformer for Language RepresentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhuosheng Zhang
Yuwei Wu
Junru Zhou
Sufeng Duan
Hai Zhao
Rui Wang
383
47
0
27 Dec 2020
Improving Natural Language Processing Tasks with Human Gaze-Guided
  Neural Attention
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention
Ekta Sood
Simon Tannert
Philipp Mueller
Andreas Bulling
295
83
0
15 Oct 2020
Jointly Learning to Align and Translate with Transformer Models
Jointly Learning to Align and Translate with Transformer ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Sarthak Garg
Stephan Peitz
Udhyakumar Nallasamy
Matthias Paulik
266
184
0
04 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
463
192
0
14 Aug 2019
Same Representation, Different Attentions: Shareable Sentence
  Representation Learning from Multiple Tasks
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple TasksInternational Joint Conference on Artificial Intelligence (IJCAI), 2018
Renjie Zheng
Junkun Chen
Xipeng Qiu
242
30
0
22 Apr 2018
Learning Multimodal Word Representation via Dynamic Fusion Methods
Learning Multimodal Word Representation via Dynamic Fusion Methods
Shaonan Wang
Jiajun Zhang
Chengqing Zong
213
35
0
02 Jan 2018
Investigating Inner Properties of Multimodal Representation and Semantic
  Compositionality with Brain-based Componential Semantics
Investigating Inner Properties of Multimodal Representation and Semantic Compositionality with Brain-based Componential Semantics
Shaonan Wang
Jiajun Zhang
Nan Lin
Chengqing Zong
186
9
0
15 Nov 2017
Modeling Human Reading with Neural Attention
Modeling Human Reading with Neural AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2016
Michael Hahn
Frank Keller
237
57
0
19 Aug 2016
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
Tom Kenter
Alexey Borisov
Maarten de Rijke
284
272
0
15 Jun 2016
Improving sentence compression by learning to predict gaze
Improving sentence compression by learning to predict gaze
Sigrid Klerke
Yoav Goldberg
Anders Søgaard
289
131
0
12 Apr 2016
Dynamic Memory Networks for Visual and Textual Question Answering
Dynamic Memory Networks for Visual and Textual Question Answering
Caiming Xiong
Stephen Merity
R. Socher
310
767
0
04 Mar 2016
Learning Distributed Representations of Sentences from Unlabelled Data
Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill
Dong Wang
Anna Korhonen
SSL
578
591
0
10 Feb 2016
Exploring the Limits of Language Modeling
Exploring the Limits of Language Modeling
Rafal Jozefowicz
Oriol Vinyals
M. Schuster
Noam M. Shazeer
Yonghui Wu
705
1,181
0
07 Feb 2016
Survey on the attention based RNN model and its applications in computer
  vision
Survey on the attention based RNN model and its applications in computer vision
Feng Wang
David Tax
AI4TSAIMat
167
130
0
25 Jan 2016
Towards Universal Paraphrastic Sentence Embeddings
Towards Universal Paraphrastic Sentence Embeddings
John Wieting
Joey Tianyi Zhou
Kevin Gimpel
Karen Livescu
AI4TS
505
570
0
25 Nov 2015
Skip-Thought Vectors
Skip-Thought Vectors
Ryan Kiros
Yukun Zhu
Ruslan Salakhutdinov
R. Zemel
Antonio Torralba
R. Urtasun
Sanja Fidler
SSL
707
2,481
0
22 Jun 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by
  Watching Movies and Reading Books
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books
Yukun Zhu
Ryan Kiros
R. Zemel
Ruslan Salakhutdinov
R. Urtasun
Antonio Torralba
Sanja Fidler
690
2,722
0
22 Jun 2015
Teaching Machines to Read and Comprehend
Teaching Machines to Read and ComprehendNeural Information Processing Systems (NeurIPS), 2015
Karl Moritz Hermann
Tomás Kociský
Edward Grefenstette
L. Espeholt
W. Kay
Mustafa Suleyman
Phil Blunsom
724
3,802
0
10 Jun 2015
Learning to Understand Phrases by Embedding the Dictionary
Learning to Understand Phrases by Embedding the DictionaryTransactions of the Association for Computational Linguistics (TACL), 2015
Felix Hill
Dong Wang
Anna Korhonen
Yoshua Bengio
NAI
385
200
0
02 Apr 2015
Improved Semantic Representations From Tree-Structured Long Short-Term
  Memory Networks
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
R. Socher
Christopher D. Manning
AIMat
757
3,233
0
28 Feb 2015
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis
  and Application to Information Retrieval
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval
Hamid Palangi
Li Deng
Yelong Shen
Jianfeng Gao
Xiaodong He
Jianshu Chen
Xinying Song
Rabab Ward
3DVRALM
391
855
0
24 Feb 2015
Neural Machine Translation by Jointly Learning to Align and Translate
Neural Machine Translation by Jointly Learning to Align and TranslateInternational Conference on Learning Representations (ICLR), 2014
Dzmitry Bahdanau
Dong Wang
Yoshua Bengio
AIMat
1.9K
29,152
0
01 Sep 2014
Distributed Representations of Sentences and Documents
Distributed Representations of Sentences and DocumentsInternational Conference on Machine Learning (ICML), 2014
Quoc V. Le
Tomas Mikolov
FaML
1.0K
9,700
0
16 May 2014
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector SpaceInternational Conference on Learning Representations (ICLR), 2013
Tomas Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
1.6K
34,055
0
16 Jan 2013
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