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2106.07345
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Self-Guided Contrastive Learning for BERT Sentence Representations
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
3 June 2021
Taeuk Kim
Kang Min Yoo
Sang-goo Lee
SSL
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Papers citing
"Self-Guided Contrastive Learning for BERT Sentence Representations"
50 / 103 papers shown
Multi-Task Self-Supervised Time-Series Representation Learning
Information Sciences (Inf. Sci.), 2023
Heejeong Choi
Pilsung Kang
AI4TS
SSL
205
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0
02 Mar 2023
MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense Retrieval
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023
Debopriyo Banerjee
Mausam Jain
Ashish Kulkarni
149
0
0
23 Feb 2023
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations
IEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Kailai Yang
Tianlin Zhang
Hassan Alhuzali
Sophia Ananiadou
209
61
0
07 Feb 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
Hyunsoo Cho
Choonghyun Park
Junyeop Kim
Sungmin Cho
Kang Min Yoo
Sang-goo Lee
OODD
293
3
0
27 Jan 2023
An Experimental Study on Pretraining Transformers from Scratch for IR
European Conference on Information Retrieval (ECIR), 2023
Carlos Lassance
Hervé Déjean
Stéphane Clinchant
156
13
0
25 Jan 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications
Zihao Chen
H. Handa
Kimiaki Shirahama
166
2
0
19 Jan 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shan Wu
Chunlei Xin
Bo Chen
Xianpei Han
Le Sun
160
4
0
19 Jan 2023
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wanqiu Long
Bonnie Webber
227
39
0
06 Jan 2023
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yau-Shian Wang
Ashley Wu
Graham Neubig
SSL
273
41
0
11 Nov 2022
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
T. Klein
Moin Nabi
SSL
224
21
0
09 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Che Liu
Rui Wang
Junfeng Jiang
Yongbin Li
Fei Huang
SSL
259
9
0
27 Oct 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hyunsoo Cho
Choonghyun Park
Jaewoo Kang
Kang Min Yoo
Taeuk Kim
Sang-goo Lee
OODD
228
10
0
20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations
Zilu Tang
Muhammed Yusuf Kocyigit
Derry Wijaya
248
9
0
20 Oct 2022
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hai-Tao Zheng
Shirong Ma
Qingyu Zhou
Zhongli Li
Li Yangning
Shulin Huang
R. Liu
Chao Li
Yunbo Cao
Haitao Zheng
142
46
0
19 Oct 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
157
7
0
18 Oct 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wenbin An
Feng Tian
Ping Chen
Siliang Tang
Qinghua Zheng
Qianying Wang
184
20
0
14 Oct 2022
Multilingual Representation Distillation with Contrastive Learning
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Weiting Tan
Kevin Heffernan
Holger Schwenk
Philipp Koehn
172
23
0
10 Oct 2022
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Fei Zhao
Yuchen Shen
Zhanghua Wu
Xinyu Dai
173
14
0
09 Oct 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xing Wu
Chaochen Gao
Zijia Lin
Jizhong Han
Zhongyuan Wang
Songlin Hu
258
37
0
08 Oct 2022
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning
International Conference on Language Resources and Evaluation (LREC), 2022
Dongsheng Zhu
Zhenyu Mao
Jinghui Lu
Rui Zhao
Fei Tan
314
9
0
08 Oct 2022
ContraCLM: Contrastive Learning For Causal Language Model
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Nihal Jain
Dejiao Zhang
Wasi Uddin Ahmad
Zijian Wang
Feng Nan
...
Ramesh Nallapati
Baishakhi Ray
Parminder Bhatia
Xiaofei Ma
Bing Xiang
249
22
0
03 Oct 2022
Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Youness Moukafih
Mounir Ghogho
Kamel Smaïli
AAML
82
6
0
28 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
Neural Information Processing Systems (NeurIPS), 2022
Yiren Jian
Chongyang Gao
Soroush Vosoughi
SSL
253
16
0
20 Sep 2022
Ranking-Enhanced Unsupervised Sentence Representation Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yeon Seonwoo
Guoyin Wang
Changmin Seo
Sajal Choudhary
Jiwei Li
Xiang Li
Puyang Xu
Sunghyun Park
Alice Oh
SSL
DRL
AI4TS
266
19
0
09 Sep 2022
CrossDial: An Entertaining Dialogue Dataset of Chinese Crosstalk
Natural Language Processing and Chinese Computing (NLPCC), 2022
Baizhou Huang
Shikang Du
Xiao-Yi Wan
171
0
0
03 Sep 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zhuoyuan Mao
Chenhui Chu
Sadao Kurohashi
339
1
0
31 May 2022
New Intent Discovery with Pre-training and Contrastive Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yuwei Zhang
Haode Zhang
Li-Ming Zhan
Albert Y.S. Lam
Albert Y. S. Lam
SSL
VLM
358
50
0
25 May 2022
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models
Dominic Petrak
N. Moosavi
Iryna Gurevych
AIMat
150
2
0
13 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Sosuke Nishikawa
Ryokan Ri
Ikuya Yamada
Yoshimasa Tsuruoka
Isao Echizen
145
35
0
09 May 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
Interspeech (Interspeech), 2022
Yanfeng Chang
Yun-Nung Chen
186
10
0
02 May 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Kun Zhou
Beichen Zhang
Wayne Xin Zhao
Ji-Rong Wen
SSL
250
116
0
02 May 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Miaoran Zhang
Marius Mosbach
David Ifeoluwa Adelani
Michael A. Hedderich
Dietrich Klakow
230
41
0
22 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yung-Sung Chuang
Rumen Dangovski
Hongyin Luo
Yang Zhang
Shiyu Chang
M. Soljavcić
Shang-Wen Li
Anuj Kumar
Yoon Kim
James R. Glass
244
253
0
21 Apr 2022
Contrastive Learning with Hard Negative Entities for Entity Set Expansion
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Hai-Tao Zheng
Yongqian Li
Yuxin He
Tianyu Yu
Ying Shen
Haitao Zheng
248
38
0
16 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xiaozhuan Liang
Ningyu Zhang
Shuyang Cheng
Zhenru Zhang
Chuanqi Tan
Huajun Chen
VLM
ALM
VPVLM
263
10
0
09 Apr 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Jinpeng Hu
Zhuo Li
Zhihong Chen
Zhuguo Li
Xiang Wan
Tsung-Hui Chang
MedIm
276
53
0
01 Apr 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning
Web Search and Data Mining (WSDM), 2022
Ziyun Xu
Chengyu Wang
Minghui Qiu
Fuli Luo
Runxin Xu
Songfang Huang
Yanjie Liang
VLM
216
40
0
01 Apr 2022
DEIM: An effective deep encoding and interaction model for sentence matching
International Conference on Artificial Intelligence and Advanced Manufacturing (ICAIAM), 2022
Kexin Jiang
Yahui Zhao
Rong-yi Cui
Zhenguo Zhang
244
5
0
20 Mar 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yuxin Jiang
Linhan Zhang
Wei Wang
SSL
222
53
0
14 Mar 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zihan Wang
Peiyi Wang
Lianzhe Huang
Xin Sun
Houfeng Wang
AILaw
VLM
191
139
0
08 Mar 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Malte Ostendorff
Nils Rethmeier
Isabelle Augenstein
Bela Gipp
Georg Rehm
403
102
0
14 Feb 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qiyu Wu
Chongyang Tao
Tao Shen
Can Xu
Xiubo Geng
Daxin Jiang
SSL
171
47
0
28 Jan 2022
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer
AAAI Conference on Artificial Intelligence (AAAI), 2021
Shimin Li
Hang Yan
Xipeng Qiu
185
110
0
21 Dec 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
Dejiao Zhang
Wei Xiao
Henghui Zhu
Xiaofei Ma
Andrew O. Arnold
SSL
212
35
0
16 Oct 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
International Conference on Learning Representations (ICLR), 2021
Fangyu Liu
Yunlong Jiao
Jordan Massiah
Emine Yilmaz
Serhii Havrylov
SSL
279
35
0
27 Sep 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models
Qianchu Liu
Fangyu Liu
Nigel Collier
Anna Korhonen
Ivan Vulić
287
24
0
19 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding
International Conference on Computational Linguistics (COLING), 2021
Xing Wu
Chaochen Gao
Liangjun Zang
Jizhong Han
Zhongyuan Wang
Songlin Hu
SSL
AILaw
232
158
0
09 Sep 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
133
5
0
07 Sep 2021
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks
Zhao Meng
Yihan Dong
Mrinmaya Sachan
Roger Wattenhofer
AAML
163
11
0
15 Jul 2021
Sentence Similarity Based on Contexts
Transactions of the Association for Computational Linguistics (TACL), 2021
Xiaofei Sun
Yuxian Meng
Xiang Ao
Leilei Gan
Tianwei Zhang
Jiwei Li
Chun Fan
179
39
0
17 May 2021
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