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
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings Ruijin Sun Guo Shize Jinhong Guo Li Wei Zhan Dazhi Sun Meng Zhisong Pan 11 0 0 06 Sep 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling Guanting Dong Daichi Guo Liwen Wang Xuefeng Li Zechen Wang ... Hao Lei Xinyue Cui Yi Huang Junlan Feng Weiran Xu 16 12 0 24 Aug 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 20 1 0 23 Aug 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 13 2 0 17 Aug 2022
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework Jian-Yu Guan Zhenyu Yang Rongsheng Zhang Zhipeng Hu Minlie Huang 13 9 0 08 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 26 20 0 05 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
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
Knowing Where and What: Unified Word Block Pretraining for Document Understanding Song Tao Zijian Wang Tiantian Fan Canjie Luo Can Huang SSL 27 2 0 28 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
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 19 3 0 05 Jul 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 21 22 0 29 Jun 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 29 1 0 31 May 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
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 31 27 0 30 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
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 26 40 0 25 May 2022
An Adaptive Contrastive Learning Model for Spike Sorting Lang Qian Shengjie Zheng Chun-jian Deng C. Yang Xiaojian Li 13 1 0 24 May 2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization Haode Zhang Haowen Liang Yuwei Zhang Li-Ming Zhan Xiao-Ming Wu Xiaolei Lu Albert Y. S. Lam 17 28 0 15 May 2022
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example Xiangyu Xi Chenxu Lv Yuncheng Hua Wei Ye Chaobo Sun Shuaipeng Liu Fan Yang Guanglu Wan 53 1 0 13 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 20 29 0 09 May 2022
Cross-modal Contrastive Learning for Speech Translation Rong Ye Mingxuan Wang Lei Li SSL 19 84 0 05 May 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations Kun Zhou Beichen Zhang Wayne Xin Zhao Ji-Rong Wen SSL 28 98 0 02 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavavs Fangyu Liu Nigel Collier E. Ponti Anna Korhonen 17 8 0 30 Apr 2022
Label Anchored Contrastive Learning for Language Understanding Zhenyu Zhang Yuming Zhao Meng Chen Xiaodong He 16 13 0 26 Apr 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings Miaoran Zhang Marius Mosbach David Ifeoluwa Adelani Michael A. Hedderich Dietrich Klakow 23 34 0 22 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 28 220 0 21 Apr 2022
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning Bohong Wu Hai Zhao SSL 11 2 0 20 Apr 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 32 55 0 18 Apr 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection Zhen Li Bing Xu Conghui Zhu T. Zhao 36 70 0 12 Apr 2022
A Token-level Contrastive Framework for Sign Language Translation Biao Fu Peigen Ye Liang Zhang Pei-Ju Yu Cong Hu Yidong Chen X. Shi SLR 28 15 0 11 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 28 9 0 09 Apr 2022
Text Transformations in Contrastive Self-Supervised Learning: A Review Amrita Bhattacharjee Mansooreh Karami Huan Liu SSL 27 23 0 22 Mar 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Yuxin Jiang Linhan Zhang Wei Wang SSL 11 46 0 14 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 6 29 0 05 Mar 2022
Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue Wentao Zhang Shuangyin Xu Haoran Huang 30 2 0 01 Mar 2022
Understanding Contrastive Learning Requires Incorporating Inductive Biases Nikunj Saunshi Jordan T. Ash Surbhi Goel Dipendra Kumar Misra Cyril Zhang Sanjeev Arora Sham Kakade A. Krishnamurthy SSL 19 109 0 28 Feb 2022
A Mutually Reinforced Framework for Pretrained Sentence Embeddings Junhan Yang Zheng Liu Shitao Xiao Jianxun Lian Lijun Wu Defu Lian Guangzhong Sun Xing Xie SSL 4 2 0 28 Feb 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction Dongyang Li Taolin Zhang Nan Hu Chengyu Wang Xiaofeng He 25 25 0 27 Feb 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning Seonghyeon Lee Dongha Lee Seongbo Jang Hwanjo Yu OT 14 19 0 26 Feb 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding Rui Cao Yihao Wang Y. Liang Ling Gao Jie Zheng Jie Ren Zheng Wang 22 34 0 26 Feb 2022
Multi-Level Contrastive Learning for Cross-Lingual Alignment Beiduo Chen Wu Guo Bin Gu Quan Liu Yongchao Wang 18 5 0 26 Feb 2022
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Yu Zhang Zhihong Shen Chieh-Han Wu Boya Xie Junheng Hao Yexin Wang Kuansan Wang Jiawei Han VLM 11 27 0 11 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 12 8 0 07 Feb 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings Qiyu Wu Chongyang Tao Tao Shen Can Xu Xiubo Geng Daxin Jiang SSL 14 33 0 28 Jan 2022
CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search Xiaonan Li Yeyun Gong Yelong Shen Xipeng Qiu Hang Zhang Bolun Yao Weizhen Qi Daxin Jiang Weizhu Chen Nan Duan OffRL 19 27 0 26 Jan 2022
SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples Hao Wang Yangguang Li Zhen Huang Yong Dou Lingpeng Kong Jing Shao SSL 11 54 0 16 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 8 118 0 12 Jan 2022
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer Shimin Li Hang Yan Xipeng Qiu 11 84 0 21 Dec 2021
DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Chaochen Gao Xing Wu Peng Wang Jue Wang Liangjun Zang Zhongyuan Wang Songlin Hu 12 3 0 10 Dec 2021