CLEAR: Contrastive Learning for Sentence Representation

31 December 2020

Zhuofeng Wu

Sinong Wang

Madian Khabsa

Hao Ma

Papers citing "CLEAR: Contrastive Learning for Sentence Representation"

50 / 176 papers shown

Title
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives Jiahao Xu Wei Shao Lihu Chen Lemao Liu 25 17 0 22 May 2023
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining Weifeng Jiang Qianren Mao Chenghua Lin Jianxin Li Ting Deng Weiyi Yang Z. Wang 10 2 0 20 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 14 9 0 17 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 27 6 0 15 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 30 18 0 09 May 2023
Analysis of Climate Campaigns on Social Media using Bayesian Model Averaging Tunazzina Islam Ruqi Zhang Dan Goldwasser 32 3 0 06 May 2023
A Simplified Framework for Contrastive Learning for Node Representations Ilgee Hong Huy Tran Claire Donnat SSL 11 1 0 01 May 2023
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger Jiazhao Li Yijin Yang Zhuofeng Wu V. Vydiswaran Chaowei Xiao SILM 44 42 0 27 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 24 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
TQ-Net: Mixed Contrastive Representation Learning For Heterogeneous Test Questions He Zhu Xihua Li Xuemin Zhao Yunbo Cao Shan Yu 10 0 0 09 Mar 2023
QAID: Question Answering Inspired Few-shot Intent Detection Asaf Yehudai Matan Vetzler Y. Mass Koren Lazar Doron Cohen Boaz Carmeli 8 7 0 02 Mar 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction Wang Zhang Tsui-Wei Weng Subhro Das Alexandre Megretski Lucani E. Daniel Lam M. Nguyen PINN 21 3 0 11 Feb 2023
Detecting Contextomized Quotes in News Headlines by Contrastive Learning Seonyeong Song Hyeonho Song Kunwoo Park Jiyoung Han M. Cha 14 1 0 09 Feb 2023
APAM: Adaptive Pre-training and Adaptive Meta Learning in Language Model for Noisy Labels and Long-tailed Learning Sunyi Chi B. Dong Yiming Xu Zhenyu Shi Zheng Du NoLa 31 3 0 06 Feb 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 14 2 0 19 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 29 122 0 13 Jan 2023
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations Wanqiu Long Bonnie Webber 36 33 0 06 Jan 2023
CLIPPO: Image-and-Language Understanding from Pixels Only Michael Tschannen Basil Mustafa N. Houlsby CLIP VLM 24 47 0 15 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 32 91 0 14 Dec 2022
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu Sijie Mai Haifeng Hu 16 0 0 22 Nov 2022
TCBERT: A Technical Report for Chinese Topic Classification BERT Ting Han Kunhao Pan Xinyu Chen Dingjie Song Yuchen Fan Xinyu Gao Ruyi Gan Jiaxing Zhang VLM 17 1 0 21 Nov 2022
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 19 0 0 21 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 30 0 0 07 Nov 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 25 13 0 07 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 28 8 0 27 Oct 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation Junru Lu Xingwei Tan Gabriele Pergola Lin Gui Yulan He 19 10 0 24 Oct 2022
Self-supervised Graph-based Point-of-interest Recommendation Y. Li Tong Chen P. Zhang Zi Huang Hongzhi Yin 17 3 0 22 Oct 2022
Weakly Supervised Learning for Analyzing Political Campaigns on Facebook Tunazzina Islam Shamik Roy Dan Goldwasser 11 6 0 19 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 12 6 0 18 Oct 2022
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 29 10 0 17 Oct 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning Wenbin An Feng Tian Ping Chen Siliang Tang Qinghua Zheng Qianying Wang 23 17 0 14 Oct 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings Xing Wu Chaochen Gao Zijia Lin Jizhong Han Zhongyuan Wang Songlin Hu 8 32 0 08 Oct 2022
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning Dongsheng Zhu Zhenyu Mao Jinghui Lu Rui Zhao Fei Tan 26 1 0 08 Oct 2022
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems Parikshit Bansal Yashoteja Prabhu Emre Kıcıman Amit Sharma CML OOD 25 0 0 07 Oct 2022
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 119 49 0 07 Oct 2022
ContraCLM: Contrastive Learning For Causal Language Model Nihal Jain Dejiao Zhang Wasi Uddin Ahmad Zijian Wang Feng Nan ... Ramesh Nallapati Baishakhi Ray Parminder Bhatia Xiaofei Ma Bing Xiang 23 16 0 03 Oct 2022
Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models Youness Moukafih Mounir Ghogho Kamel Smaïli AAML 9 4 0 28 Sep 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Shaobin Chen Jie Zhou Yuling Sun Liang He SSL 8 6 0 22 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 18 15 0 20 Sep 2022
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations Borun Chen Hongyin Tang Jiahao Bu Kai Zhang Jingang Wang Qifan Wang Haitao Zheng Wei Yu Wu Liqian Yu VLM 17 1 0 23 Aug 2022
CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations Junghun Kim Jihie Kim 17 2 0 21 Aug 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 38 5 0 02 Aug 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen Feng-Lin Li Guohai Xu Ming Yan Ji Zhang Yin Zhang 29 22 0 01 Aug 2022
COCOA: Cross Modality Contrastive Learning for Sensor Data Shohreh Deldari Hao Xue Aaqib Saeed Daniel V. Smith Flora D. Salim SSL 34 38 0 31 Jul 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 49 8 0 10 Jul 2022
Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval Keyu Wen Zhenshan Tan Qingrong Cheng Cheng Chen X. Gu VLM 19 0 0 02 Jul 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 21 22 0 29 Jun 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 25 18 0 31 May 2022
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding Tianyang Hu Zhili Liu Fengwei Zhou Wenjia Wang Weiran Huang SSL 36 26 0 30 May 2022