DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations

5 June 2020

Papers citing "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations"

50 / 242 papers shown

Title
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements V. Saxena Benjamin Bashpole Gijs Van Dijck Gerasimos Spanakis 40 2 0 09 Oct 2023
Nugget: Neural Agglomerative Embeddings of Text Guanghui Qin Benjamin Van Durme 29 19 0 03 Oct 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 24 93 0 22 Sep 2023
Semi-supervised News Discourse Profiling with Contrastive Learning Ming Li Ruihong Huang 32 1 0 20 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 13 0 0 19 Sep 2023
Context-aware Adversarial Attack on Named Entity Recognition Shuguang Chen Leonardo Neves Thamar Solorio AAML 56 0 0 16 Sep 2023
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Wei Chen Yixing Fan Xueqi Cheng AAML 29 23 0 19 Aug 2023
CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection Zahra Zamanzadeh Darban Geoffrey I. Webb Shirui Pan Charu C. Aggarwal Mahsa Salehi AI4TS 38 18 0 18 Aug 2023
mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning Ying Mo Jian Yang Jiahao Liu Qifan Wang Ruoyu Chen Jingang Wang Zhoujun Li 21 24 0 17 Aug 2023
A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation Deven M. Mistry A. Minai 16 2 0 08 Aug 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 56 4 0 15 Jul 2023
Composition-contrastive Learning for Sentence Embeddings Sachin Chanchani Ruihong Huang 27 14 0 14 Jul 2023
SCAT: Robust Self-supervised Contrastive Learning via Adversarial Training for Text Classification J. Wu Dit-Yan Yeung SILM 25 0 0 04 Jul 2023
Blockwise Feature Interaction in Recommendation Systems Weijie Zhao Ping Li 17 1 0 28 Jun 2023
SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings Chaohui Yu Wenhao Zhu Chaoming Liu Xiaoyu Zhang Qiuhong Zhai 26 0 0 21 Jun 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings Zhang Wei Xu Chen 21 1 0 16 Jun 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 40 0 0 14 Jun 2023
Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections Ping Li Weijie Zhao Chao Wang Qi Xia Alice Wu Lijun Peng 21 2 0 13 Jun 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Erik Arakelyan Arnav Arora Isabelle Augenstein 19 9 0 01 Jun 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 23 35 0 26 May 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning Daniel Saggau Mina Rezaei Bernd Bischl Ilias Chalkidis SSL MedIm 25 2 0 25 May 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations James Y. Huang Wenlin Yao Kaiqiang Song Hongming Zhang Muhao Chen Dong Yu 31 4 0 24 May 2023
TaDSE: Template-aware Dialogue Sentence Embeddings Min Sik Oh Jiwei Li Guoyin Wang 13 2 0 23 May 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives Jiahao Xu Wei Shao Lihu Chen Lemao Liu 35 17 0 22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 34 6 0 22 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 22 9 0 17 May 2023
ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and Roadmaps Yanfang Li Huan Wang Muxia Sun LM&MA AI4TS AI4CE 29 46 0 10 May 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation Nuo Chen Linjun Shou Ming Gong Jian Pei Bowen Cao Jianhui Chang Daxin Jiang Jia Li SSL 38 18 0 09 May 2023
Analysis of Climate Campaigns on Social Media using Bayesian Model Averaging Tunazzina Islam Ruqi Zhang Dan Goldwasser 45 4 0 06 May 2023
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks Yingji Zhang Danilo S. Carvalho André Freitas DRL 29 7 0 02 May 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 50 274 0 24 Apr 2023
Semantic Specialization for Knowledge-based Word Sense Disambiguation Sakae Mizuki Naoaki Okazaki 21 1 0 22 Apr 2023
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning Takumi Nakagawa Y. Sanada Hiroki Waida Yuhui Zhang Yuichiro Wada K. Takanashi Tomonori Yamada Takafumi Kanamori DiffM 19 5 0 19 Apr 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 24 0 0 18 Apr 2023
VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning Zhen-Ru Zhang Chuanqi Tan Songfang Huang Fei Huang VLM 30 5 0 17 Apr 2023
Finding Similar Exercises in Retrieval Manner Tongwen Huang Xihua Li Chao Yi Xuemin Zhao Yunbo Cao 23 0 0 15 Mar 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 24 2 0 09 Mar 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning Seonyeong Song Hyeonho Song Kunwoo Park Jiyoung Han M. Cha 19 1 0 09 Feb 2023
CRL+: A Novel Semi-Supervised Deep Active Contrastive Representation Learning-Based Text Classification Model for Insurance Data Amir Namavar Jahromi Ebrahim Pourjafari H. Karimipour Amit Satpathy Lovell Hodge 22 3 0 08 Feb 2023
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations Kailai Yang Tianlin Zhang Hassan Alhuzali Sophia Ananiadou 34 43 0 07 Feb 2023
OPORP: One Permutation + One Random Projection Ping Li Xiaoyun Li 26 8 0 07 Feb 2023
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking Shanlei Mu Penghui Wei Wayne Xin Zhao Shaoguo Liu Liangji Wang Bo Zheng 30 4 0 06 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 25 4 0 03 Feb 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Xiuying Chen Mingzhe Li Dongyan Zhao Rui Yan 29 10 0 27 Jan 2023
Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning Xiachong Feng Xiaocheng Feng Bing Qin 27 4 0 23 Jan 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing Shan Wu Chunlei Xin Bo Chen Xianpei Han Le Sun 24 3 0 19 Jan 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training Yuting Ning Zhenya Huang Xin Lin Enhong Chen Shiwei Tong Zheng Gong Shijin Wang AIMat 42 6 0 18 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 31 126 0 13 Jan 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning Chenghao Xiao Yang Long Noura Al Moubayed 24 8 0 18 Dec 2022
CLIPPO: Image-and-Language Understanding from Pixels Only Michael Tschannen Basil Mustafa N. Houlsby CLIP VLM 32 47 0 15 Dec 2022