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2204.10298
Cited By
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
21 April 2022
Yung-Sung Chuang
Rumen Dangovski
Hongyin Luo
Yang Zhang
Shiyu Chang
M. Soljavcić
Shang-Wen Li
Anuj Kumar
Yoon Kim
James R. Glass
Re-assign community
ArXiv (abs)
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HuggingFace (1 upvotes)
Papers citing
"DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
50 / 119 papers shown
Non-contrastive sentence representations via self-supervision
M. Farina
D. Pappadopulo
SSL
240
2
0
26 Oct 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning
Neural Information Processing Systems (NeurIPS), 2023
Ping Guo
Xiangpeng Wei
Yue Hu
Baosong Yang
Dayiheng Liu
Fei Huang
Jun Xie
250
3
0
26 Oct 2023
Length is a Curse and a Blessing for Document-level Semantics
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Chenghao Xiao
Yi Zhou
♣. G. Thomas
Hudson ♠ Chenghua
Al Moubayed
219
7
0
24 Oct 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hiroto Kurita
Goro Kobayashi
Sho Yokoi
Kentaro Inui
184
5
0
24 Oct 2023
On the Dimensionality of Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hongwei Wang
Hongming Zhang
Dong Yu
AI4TS
DML
174
6
0
23 Oct 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings
Jiahao Xu
Wei Shao
Lihui Chen
Lemao Liu
FedML
368
9
0
20 Oct 2023
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Huiming Wang
Zhaodonghui Li
Liying Cheng
De Wen Soh
Lidong Bing
293
5
0
17 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings
Zhuofeng Wu
Chaowei Xiao
V. Vydiswaran
303
3
0
15 Oct 2023
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Peng-Fei Hou
Xingyu Li
252
9
0
10 Oct 2023
AnglE-optimized Text Embeddings
Xianming Li
Yuqun Zhang
RALM
575
131
0
22 Sep 2023
Semi-supervised News Discourse Profiling with Contrastive Learning
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Ming Li
Ruihong Huang
167
2
0
20 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
International Conference on Artificial Neural Networks (ICANN), 2023
Bowen Zhang
Kehua Chang
Chunping Li
SSL
416
10
0
20 Sep 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective
International Conference on Information and Knowledge Management (CIKM), 2023
Pu Miao
Zeyao Du
Junlin Zhang
SSL
216
8
0
14 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
AAAI Conference on Artificial Intelligence (AAAI), 2023
Mingxin Li
Richong Zhang
Zhijie Nie
Yongyi Mao
382
1
0
12 Sep 2023
Scaling Sentence Embeddings with Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ting Jiang
Shaohan Huang
Zhongzhi Luan
Deqing Wang
Fuzhen Zhuang
LRM
251
75
0
31 Jul 2023
Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations
European Conference on Artificial Intelligence (ECAI), 2023
Q. Xiao
Shuangyin Li
Lei Chen
213
3
0
20 Jul 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge
Recent Advances in Natural Language Processing (RANLP), 2023
Tim Schopf
Emanuel Gerber
Malte Ostendorff
Florian Matthes
514
7
0
15 Jul 2023
Composition-contrastive Learning for Sentence Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Sachin Chanchani
Ruihong Huang
286
24
0
14 Jul 2023
AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation
Jaeheyoung Jeon
Jung Hyun Ryu
Jewoong Cho
Myung-joo Kang
217
1
0
07 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters
Recent Advances in Natural Language Processing (RANLP), 2023
Tim Schopf
Dennis Schneider
Florian Matthes
567
8
0
06 Jul 2023
LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias
Knowledge Discovery and Data Mining (KDD), 2023
Mario Almagro
Emilio Almazán
Diego Ortego
David Jiménez
255
5
0
06 Jul 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings
Zhang Wei
Xu Chen
119
2
0
16 Jun 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS
Workshop on Representation Learning for NLP (RepL4NLP), 2023
Cheng-Han Chiang
Yung-Sung Chuang
James R. Glass
Hung-yi Lee
AI4TS
237
3
0
08 Jun 2023
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition
Mingchen Li
Yang Ye
Jeremy Yeung
Huixue Zhou
Huaiyuan Chu
Rui Zhang
393
3
0
29 May 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiduan Liu
Jiahao Liu
Qifan Wang
Jingang Wang
Wei Wu
Yunsen Xian
Dongyan Zhao
Kai Chen
Rui Yan
SSL
258
49
0
26 May 2023
C-STS: Conditional Semantic Textual Similarity
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ameet Deshpande
Carlos E. Jimenez
Howard Chen
Vishvak Murahari
Victoria Graf
Tanmay Rajpurohit
Ashwin Kalyan
Danqi Chen
Karthik Narasimhan
187
3
0
24 May 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yau-Shian Wang
Ta-Chung Chi
Ruohong Zhang
Yiming Yang
VLM
179
15
0
24 May 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
James Y. Huang
Wenlin Yao
Kaiqiang Song
Hongming Zhang
Muhao Chen
Dong Yu
157
7
0
24 May 2023
RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Yang Bai
Ming-Ming Cao
Daming Gao
Ziqiang Cao
Cheng Chen
Zhenfeng Fan
Liqiang Nie
Min Zhang
AI4TS
250
103
0
23 May 2023
Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
Min Sik Oh
Jiwei Li
Guoyin Wang
219
2
0
23 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Kuan-Hao Huang
L Tan
Rui Hou
Sinong Wang
Amjad Almahairi
Ruty Rinott
AI4CE
175
0
0
22 May 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jiahao Xu
Wei Shao
Lihu Chen
Lemao Liu
318
31
0
22 May 2023
Sentence Representations via Gaussian Embedding
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Shohei Yoda
Hayato Tsukagoshi
Ryohei Sasano
Koichi Takeda
133
3
0
22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Abhinav Ramesh Kashyap
Thang-Tung Nguyen
Viktor Schlegel
Stefan Winkler
See-Kiong Ng
Soujanya Poria
AI4TS
3DV
SSL
210
17
0
22 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jinghao Deng
Fanqi Wan
Tao Yang
Xiaojun Quan
Rui Wang
SSL
140
15
0
17 May 2023
Adapting Sentence Transformers for the Aviation Domain
Liya Wang
Jason Chou
Dave Rouck
A. Tien
Diane M. Baumgartner
AI4TS
167
4
0
16 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering
Neural Networks (Neural Netw.), 2023
Bing Wang
Ximing Li
Zhiyao Yang
Yuanyuan Guan
Jiayin Li
Sheng-sheng Wang
220
8
0
15 May 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Sarik Ghazarian
Yijia Shao
Rujun Han
Aram Galstyan
Nanyun Peng
241
11
0
12 May 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
M. Abouheaf
W. Gueaieb
Md. Suruz Miah
D. Spinello
Xipeng Qiu
295
46
0
03 May 2023
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yingji Zhang
Danilo S. Carvalho
André Freitas
DRL
439
11
0
02 May 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings
HyunJae Lee
VLM
123
0
0
18 Apr 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Hongyin Luo
James R. Glass
NAI
154
10
0
10 Mar 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jie Liu
Yixuan Liu
Xue Han
Chao Deng
Junlan Feng
SSL
158
3
0
09 Mar 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Seungone Kim
Se June Joo
Yul Jang
Hyungjoo Chae
Jinyoung Yeo
LRM
194
14
0
07 Mar 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning
Findings (Findings), 2023
Seonyeong Song
Hyeonho Song
Kunwoo Park
Jiyoung Han
M. Cha
143
2
0
09 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning
International Conference on Machine Learning (ICML), 2023
Joel Jang
Seungone Kim
Seonghyeon Ye
Doyoung Kim
Lajanugen Logeswaran
Moontae Lee
Kyungjae Lee
Minjoon Seo
LRM
ALM
463
93
0
07 Feb 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications
Zihao Chen
H. Handa
Kimiaki Shirahama
169
2
0
19 Jan 2023
ClusTop: An unsupervised and integrated text clustering and topic extraction framework
Zhong-Zhi Chen
Chenghu Mi
Siwei Duo
Jingfei He
Yatong Zhou
117
3
0
03 Jan 2023
Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue
Jeiyoon Park
Yoonna Jang
Chanhee Lee
Heu-Jeoung Lim
494
3
0
05 Dec 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
225
21
0
09 Nov 2022
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