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Linguistically-Informed Self-Attention for Semantic Role Labeling

Linguistically-Informed Self-Attention for Semantic Role Labeling

23 April 2018
Emma Strubell
Pat Verga
D. Andor
David J. Weiss
Andrew McCallum
    OffRL
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Papers citing "Linguistically-Informed Self-Attention for Semantic Role Labeling"

29 / 79 papers shown
Title
LIMIT-BERT : Linguistic Informed Multi-Task BERT
LIMIT-BERT : Linguistic Informed Multi-Task BERT
Junru Zhou
Zhuosheng Zhang
Hai Zhao
Shuailiang Zhang
30
37
0
31 Oct 2019
Hierarchical Multi-Task Natural Language Understanding for Cross-domain
  Conversational AI: HERMIT NLU
Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU
Andrea Vanzo
E. Bastianelli
Oliver Lemon
18
36
0
02 Oct 2019
Improving Natural Language Inference with a Pretrained Parser
Improving Natural Language Inference with a Pretrained Parser
D. Pang
Lucy H. Lin
Noah A. Smith
25
14
0
18 Sep 2019
SANVis: Visual Analytics for Understanding Self-Attention Networks
SANVis: Visual Analytics for Understanding Self-Attention Networks
Cheonbok Park
Inyoup Na
Yongjang Jo
Sungbok Shin
J. Yoo
Bum Chul Kwon
Jian Zhao
Hyungjong Noh
Yeonsoo Lee
Jaegul Choo
HAI
35
38
0
13 Sep 2019
Multi-Granularity Self-Attention for Neural Machine Translation
Multi-Granularity Self-Attention for Neural Machine Translation
Jie Hao
Xing Wang
Shuming Shi
Jinfeng Zhang
Zhaopeng Tu
MILM
25
48
0
05 Sep 2019
PaLM: A Hybrid Parser and Language Model
PaLM: A Hybrid Parser and Language Model
Hao Peng
Roy Schwartz
Noah A. Smith
AIMat
23
15
0
04 Sep 2019
Towards Understanding Neural Machine Translation with Word Importance
Towards Understanding Neural Machine Translation with Word Importance
Shilin He
Zhaopeng Tu
Xing Wang
Longyue Wang
Michael R. Lyu
Shuming Shi
AAML
23
39
0
01 Sep 2019
Shallow Syntax in Deep Water
Shallow Syntax in Deep Water
Swabha Swayamdipta
Matthew E. Peters
Brendan Roof
Chris Dyer
Noah A. Smith
18
10
0
29 Aug 2019
SG-Net: Syntax-Guided Machine Reading Comprehension
SG-Net: Syntax-Guided Machine Reading Comprehension
Zhuosheng Zhang
Yuwei Wu
Junru Zhou
Sufeng Duan
Hai Zhao
Rui Wang
33
187
0
14 Aug 2019
Fine-grained Information Status Classification Using Discourse
  Context-Aware Self-Attention
Fine-grained Information Status Classification Using Discourse Context-Aware Self-Attention
Yufang Hou
8
0
0
13 Aug 2019
Investigating Self-Attention Network for Chinese Word Segmentation
Investigating Self-Attention Network for Chinese Word Segmentation
Leilei Gan
Yue Zhang
21
11
0
26 Jul 2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context
  in Morphology
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
Aditi Chaudhary
Elizabeth Salesky
G. Bhat
David R. Mortensen
J. Carbonell
Yulia Tsvetkov
24
4
0
23 Jul 2019
Task Selection Policies for Multitask Learning
Task Selection Policies for Multitask Learning
John Glover
Chris Hokamp
OffRL
29
7
0
14 Jul 2019
Supervised Contextual Embeddings for Transfer Learning in Natural
  Language Processing Tasks
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks
Mihir Kale
Aditya Siddhant
Sreyashi Nag
R. Parik
Matthias Grabmair
A. Tomasic
SSL
32
5
0
28 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention
What Does BERT Look At? An Analysis of BERT's Attention
Kevin Clark
Urvashi Khandelwal
Omer Levy
Christopher D. Manning
MILM
114
1,581
0
11 Jun 2019
Adversarial Generation and Encoding of Nested Texts
Adversarial Generation and Encoding of Nested Texts
A. Rozental
GAN
16
0
0
01 Jun 2019
Semantically Conditioned Dialog Response Generation via Hierarchical
  Disentangled Self-Attention
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention
Wenhu Chen
Jianshu Chen
Pengda Qin
Xifeng Yan
William Yang Wang
28
129
0
30 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional
  Transformers for Document Summarization
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
Xingxing Zhang
Furu Wei
M. Zhou
37
377
0
16 May 2019
What do you learn from context? Probing for sentence structure in
  contextualized word representations
What do you learn from context? Probing for sentence structure in contextualized word representations
Ian Tenney
Patrick Xia
Berlin Chen
Alex Jinpeng Wang
Adam Poliak
...
Najoung Kim
Benjamin Van Durme
Samuel R. Bowman
Dipanjan Das
Ellie Pavlick
91
848
0
15 May 2019
Convolutional Self-Attention Networks
Convolutional Self-Attention Networks
Baosong Yang
Longyue Wang
Derek F. Wong
Lidia S. Chao
Zhaopeng Tu
24
124
0
05 Apr 2019
Modeling Recurrence for Transformer
Modeling Recurrence for Transformer
Jie Hao
Xing Wang
Baosong Yang
Longyue Wang
Jinfeng Zhang
Zhaopeng Tu
45
85
0
05 Apr 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally
75 Languages, 1 Model: Parsing Universal Dependencies Universally
Dan Kondratyuk
Milan Straka
33
263
0
03 Apr 2019
Content Differences in Syntactic and Semantic Representations
Content Differences in Syntactic and Semantic Representations
Daniel Hershcovich
Omri Abend
A. Rappoport
11
15
0
15 Mar 2019
Syntax-aware Neural Semantic Role Labeling with Supertags
Syntax-aware Neural Semantic Role Labeling with Supertags
Jungo Kasai
Dan Friedman
Robert Frank
Dragomir R. Radev
Owen Rambow
VLM
31
37
0
12 Mar 2019
Bridging the Gap: Attending to Discontinuity in Identification of
  Multiword Expressions
Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions
Omid Rohanian
Shiva Taslimipoor
Samaneh Kouchaki
L. Ha
R. Mitkov
27
26
0
27 Feb 2019
A Span Selection Model for Semantic Role Labeling
A Span Selection Model for Semantic Role Labeling
Hiroki Ouchi
Hiroyuki Shindo
Yuji Matsumoto
24
96
0
04 Oct 2018
Jointly Predicting Predicates and Arguments in Neural Semantic Role
  Labeling
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
Luheng He
Kenton Lee
Omer Levy
Luke Zettlemoyer
19
188
0
12 May 2018
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global
  Dependencies Together
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together
Tao Shen
Dinesh Manocha
Guodong Long
Jing Jiang
Chengqi Zhang
43
14
0
02 May 2018
Stack-propagation: Improved Representation Learning for Syntax
Stack-propagation: Improved Representation Learning for Syntax
Yuan Zhang
David J. Weiss
37
87
0
21 Mar 2016
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