ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

25 May 2021

Rumei Li

Weiran Xu

Papers citing "ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer"

50 / 220 papers shown

Title
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Weiqiang Zhang 27 9 0 20 Apr 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 24 0 0 19 Apr 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 24 0 0 18 Apr 2023
An Embedding-based Approach to Inconsistency-tolerant Reasoning with Inconsistent Ontologies Keyu Wang Si-Nuo Li Jiaye Li Guilin Qi Qiu Ji 24 2 0 04 Apr 2023
A Unified Contrastive Transfer Framework with Propagation Structure for Boosting Low-Resource Rumor Detection Hongzhan Lin Jing Ma Ruichao Yang Zhiwei Yang Mingfei Cheng 20 2 0 04 Apr 2023
Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation Yuncheng Hua Xiangyu Xi Zhengsong Jiang Guanwei Zhang Chaobo Sun Guanglu Wan Wei Ye LLMAG 11 1 0 03 Apr 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 11 2 0 09 Mar 2023
Weighted Sampling for Masked Language Modeling Linhan Zhang Qian Chen Wen Wang Chong Deng Xin Cao Kongzhang Hao Yuxin Jiang Wen Wang 11 2 0 28 Feb 2023
Cross-modal Contrastive Learning for Multimodal Fake News Detection Longzheng Wang Chuang Zhang Hongbo Xu Yongxiu Xu Xiaohan Xu Siqi Wang 12 41 0 25 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
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations Kailai Yang Tianlin Zhang Hassan Alhuzali Sophia Ananiadou 8 42 0 07 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 13 10 0 27 Jan 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 14 2 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 34 6 0 18 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
ClusTop: An unsupervised and integrated text clustering and topic extraction framework Zhong-Zhi Chen Chenghu Mi Siwei Duo Jingfei He Yatong Zhou 19 2 0 03 Jan 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning Chenghao Xiao Yang Long Noura Al Moubayed 9 8 0 18 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 19 4 0 17 Dec 2022
MED-SE: Medical Entity Definition-based Sentence Embedding Hyeonbin Hwang Haanju Yoo Yera Choi MedIm 24 0 0 09 Dec 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 21 0 0 21 Nov 2022
Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Jiawei Jiang Dayan Pan Houxing Ren Xiaohan Jiang Chao Li Jingyuan Wang AI4TS 11 64 0 17 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 27 31 0 11 Nov 2022
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking Haoning Zhang Junwei Bao Haipeng Sun Youzheng Wu Wenye Li Shuguang Cui Xiaodong He 27 6 0 10 Nov 2022
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings T. Klein Moin Nabi SSL 18 15 0 09 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
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space Zhe Li Man-Wai Mak Helen M. Meng 26 9 0 29 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 30 9 0 29 Oct 2022
Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis Peipei Liu Xin Zheng Hong Li Jie Liu Yimo Ren Hongsong Zhu Limin Sun AI4TS 11 3 0 28 Oct 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
Conversation Disentanglement with Bi-Level Contrastive Learning Chengyu Huang Zheng Zhang Hao Fei Lizi Liao DRL 17 7 0 27 Oct 2022
Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning Xiaoyi Chen Baisong Xin Shengfang Zhai Shiqing Ma Qingni Shen Zhonghai Wu SILM 17 2 0 20 Oct 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble Hyunsoo Cho Choonghyun Park Jaewoo Kang Kang Min Yoo Taeuk Kim Sang-goo Lee OODD 22 8 0 20 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 18 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
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery Yutao Mou Keqing He Pei Wang Yanan Wu Jingang Wang Wei Yu Wu Weiran Xu 20 13 0 17 Oct 2022
HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold Rui-lan Zhang Wei Wei Xian-Ling Mao Rui Fang Dangyang Chen 28 11 0 17 Oct 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective Bohong Wu Hai Zhao SSL 14 9 0 16 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
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking Haoning Zhang Junwei Bao Haipeng Sun Huaishao Luo Wenye Li Shuguang Cui BDL 14 1 0 11 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
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
Few-shot Text Classification with Dual Contrastive Consistency Liwen Sun Jiawei Han 19 0 0 29 Sep 2022
Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models Youness Moukafih Mounir Ghogho Kamel Smaïli AAML 11 4 0 28 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 15 60 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 32 31 0 14 Sep 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words Hao Wang Chi-Liang Liu Nuwa Xi Sendong Zhao Meizhi Ju Shiwei Zhang Ziheng Zhang Yefeng Zheng Bing Qin Ting Liu VLM AAML LM&MA 41 6 0 14 Sep 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 29 9 0 14 Sep 2022
Ranking-Enhanced Unsupervised Sentence Representation Learning Yeon Seonwoo Guoyin Wang Changmin Seo Sajal Choudhary Jiwei Li Xiang Li Puyang Xu Sunghyun Park Alice H. Oh SSL DRL AI4TS 47 15 0 09 Sep 2022