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1705.00557
Cited By
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
23 April 2017
Yacine Jernite
Samuel R. Bowman
David Sontag
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Papers citing
"Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning"
50 / 58 papers shown
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research
Guijin Son
Jiwoo Hong
Honglu Fan
Heejeong Nam
Hyunwoo Ko
...
Jinyeop Song
Jinha Choi
Gonçalo Paulo
Youngjae Yu
Stella Biderman
334
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0
17 May 2025
The Large Language Model GreekLegalRoBERTa
Hellenic Conference on Artificial Intelligence (HAI), 2024
Vasileios Saketos
D. Pantazi
Manolis Koubarakis
AILaw
153
1
0
10 Oct 2024
DEPTH: Discourse Education through Pre-Training Hierarchically
Zachary Bamberger
Ofek Glick
Chaim Baskin
Yonatan Belinkov
326
0
0
13 May 2024
Enhancing Pre-Trained Language Models with Sentence Position Embeddings for Rhetorical Roles Recognition in Legal Opinions
Anas Belfathi
Nicolas Hernandez
Laura Monceaux
AILaw
233
5
0
08 Oct 2023
When Do Discourse Markers Affect Computational Sentence Understanding?
RUIQI LI
Liesbeth Allein
Damien Sileo
Marie-Francine Moens
135
1
0
01 Sep 2023
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Dongyu Ru
Lin Qiu
Xipeng Qiu
Yue Zhang
Zheng Zhang
207
3
0
19 Jun 2023
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning
IEEE International Conference on Computer Vision (ICCV), 2022
Huimin Wu
Chenyang Lei
Xiao Sun
Pengju Wang
Qifeng Chen
Kwang-Ting Cheng
Stephen Lin
Zhirong Wu
MQ
277
9
0
19 Dec 2022
AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022
Yongyu Yan
Kui Xue
Xiaoming Shi
Qi Ye
Jingping Liu
Tong Ruan
CLL
178
4
0
21 Nov 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Deng Cai
Xin Li
Jackie Chun-Sing Ho
Lidong Bing
W. Lam
160
7
0
18 Oct 2022
RankGen: Improving Text Generation with Large Ranking Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kalpesh Krishna
Yapei Chang
John Wieting
Mohit Iyyer
AIMat
335
79
0
19 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Mingda Chen
Jingfei Du
Ramakanth Pasunuru
Todor Mihaylov
Srini Iyer
Ves Stoyanov
Zornitsa Kozareva
SSL
AI4MH
310
79
0
03 May 2022
elBERto: Self-supervised Commonsense Learning for Question Answering
Knowledge-Based Systems (KBS), 2022
Xunlin Zhan
Yuan Li
Xiao Dong
Xiaodan Liang
Zhiting Hu
Lawrence Carin
SSL
RALM
LRM
184
9
0
17 Mar 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Mobashir Sadat
Cornelia Caragea
AILaw
201
39
0
13 Mar 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
AAAI Conference on Artificial Intelligence (AAAI), 2022
L. Ein-Dor
Ilya Shnayderman
Artem Spector
Lena Dankin
R. Aharonov
Noam Slonim
213
9
0
06 Jan 2022
Unsupervised Dense Information Retrieval with Contrastive Learning
Gautier Izacard
Mathilde Caron
Lucas Hosseini
Sebastian Riedel
Piotr Bojanowski
Armand Joulin
Edouard Grave
RALM
769
1,264
0
16 Dec 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Le-le Cao
Emil Larsson
Vilhelm von Ehrenheim
Dhiana Deva Cavalcanti Rocha
Anna Martin
Sonja Horn
134
5
0
07 Sep 2021
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media
Youngseo Son
Vasudha Varadarajan
H. Andrew Schwartz
147
10
0
04 May 2021
Using previous acoustic context to improve Text-to-Speech synthesis
Pilar Oplustil Gallegos
Simon King
199
12
0
07 Dec 2020
Predictions For Pre-training Language Models
Tonglei Guo
146
0
0
18 Nov 2020
SLM: Learning a Discourse Language Representation with Sentence Unshuffling
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Haejun Lee
Drew A. Hudson
Kangwook Lee
Christopher D. Manning
SSL
216
53
0
30 Oct 2020
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries
Xiaofei Sun
Zijun Sun
Yuxian Meng
Jiwei Li
Chun Fan
226
24
0
14 Oct 2020
Semantically Driven Sentence Fusion: Modeling and Evaluation
Findings (Findings), 2020
Eyal Ben-David
Orgad Keller
Eric Malmi
Idan Szpektor
Roi Reichart
142
5
0
06 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Patrick Xia
Shijie Wu
Benjamin Van Durme
227
53
0
02 Oct 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yan Zhang
Ruidan He
Zuozhu Liu
Kwan Hui Lim
Lidong Bing
SSL
266
189
0
25 Sep 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
John Giorgi
Osvald Nitski
Bo Wang
Gary D. Bader
SSL
454
528
0
05 Jun 2020
DiscSense: Automated Semantic Analysis of Discourse Markers
International Conference on Language Resources and Evaluation (LREC), 2020
Damien Sileo
Tim Van de Cruys
Camille Pradel
Philippe Muller
135
9
0
02 Jun 2020
CausaLM: Causal Model Explanation Through Counterfactual Language Models
International Conference on Computational Logic (ICCL), 2020
Amir Feder
Nadav Oved
Uri Shalit
Roi Reichart
CML
LRM
569
180
0
27 May 2020
Pre-training Text Representations as Meta Learning
Shangwen Lv
Yuechen Wang
Daya Guo
Duyu Tang
Nan Duan
...
Ryan Ma
Daxin Jiang
Guihong Cao
Ming Zhou
Songlin Hu
AIMat
SSL
AI4CE
103
10
0
12 Apr 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval
International Conference on Learning Representations (ICLR), 2020
Wei-Cheng Chang
Felix X. Yu
Yin-Wen Chang
Yiming Yang
Sanjiv Kumar
RALM
227
319
0
10 Feb 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
International Conference on Learning Representations (ICLR), 2019
Zhenzhong Lan
Mingda Chen
Sebastian Goodman
Kevin Gimpel
Piyush Sharma
Radu Soricut
SSL
AIMat
1.2K
7,166
0
26 Sep 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Mingda Chen
Zewei Chu
Kevin Gimpel
337
49
0
31 Aug 2019
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
Annual Meeting of the Association for Computational Linguistics (ACL), 2018
Boyuan Pan
Yazheng Yang
Zhou Zhao
Yueting Zhuang
Deng Cai
Xiaofei He
137
36
0
23 Jul 2019
Learning Compressed Sentence Representations for On-Device Text Processing
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Dinghan Shen
Pengyu Cheng
Dhanasekar Sundararaman
Xinyuan Zhang
Qian Yang
Meng Tang
Asli Celikyilmaz
Lawrence Carin
182
23
0
19 Jun 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Tu Vu
Mohit Iyyer
127
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0
09 Jun 2019
Correlating neural and symbolic representations of language
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Grzegorz Chrupała
Afra Alishahi
NAI
192
73
0
14 May 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
Najoung Kim
Roma Patel
Adam Poliak
Alex Jinpeng Wang
Patrick Xia
...
Alexis Ross
Tal Linzen
Benjamin Van Durme
Samuel R. Bowman
Ellie Pavlick
258
113
0
25 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study
Jorge A. Balazs
Y. Matsuo
AI4CE
NAI
152
3
0
11 Apr 2019
Composition of Sentence Embeddings:Lessons from Statistical Relational Learning
Damien Sileo
Tim Van de Cruys
Camille Pradel
Philippe Muller
CoGe
AI4TS
123
0
0
04 Apr 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Damien Sileo
Tim Van de Cruys
Camille Pradel
Philippe Muller
167
72
0
28 Mar 2019
No Training Required: Exploring Random Encoders for Sentence Classification
International Conference on Learning Representations (ICLR), 2019
John Wieting
Douwe Kiela
239
102
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29 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling
Alex Jinpeng Wang
Jan Hula
Patrick Xia
R. Pappagari
R. Thomas McCoy
...
Berlin Chen
Benjamin Van Durme
Edouard Grave
Ellie Pavlick
Samuel R. Bowman
LRM
VLM
206
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28 Dec 2018
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
Victor Sanh
Thomas Wolf
Sebastian Ruder
260
240
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
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Ming-Wei Chang
Kenton Lee
Kristina Toutanova
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Improving Sentence Representations with Consensus Maximisation
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V. D. Sa
SSL
AI4TS
258
4
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Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning
Shuai Tang
V. D. Sa
SSL
167
1
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On Tree-Based Neural Sentence Modeling
Freda Shi
Hao Zhou
Jiaze Chen
Lei Li
AI4CE
145
43
0
29 Aug 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
Manaal Faruqui
Ellie Pavlick
Ian Tenney
Dipanjan Das
KELM
212
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28 Aug 2018
Disentangled Representation Learning for Non-Parallel Text Style Transfer
V. John
Lili Mou
Hareesh Bahuleyan
Olga Vechtomova
DRL
305
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Embedding Text in Hyperbolic Spaces
Bhuwan Dhingra
Christopher J. Shallue
Mohammad Norouzi
Andrew M. Dai
George E. Dahl
210
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12 Jun 2018
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity
Li Zhang
Steven R. Wilson
Amélie Reymond
111
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