SimCSE: Simple Contrastive Learning of Sentence Embeddings

18 April 2021

Papers citing "SimCSE: Simple Contrastive Learning of Sentence Embeddings"

50 / 484 papers shown

Title
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 27 1 0 23 Aug 2022
TaCo: Textual Attribute Recognition via Contrastive Learning Chang Nie Yiqing Hu Yanqiu Qu Hao Liu Deqiang Jiang Bo Ren 30 0 0 22 Aug 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis Yun Luo Fang Guo Zihan Liu Yue Zhang 36 15 0 18 Aug 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 13 2 0 17 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 43 5 0 02 Aug 2022
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation Alexander H. Liu Samuel J. Yang 32 5 0 30 Jul 2022
Knowing Where and What: Unified Word Block Pretraining for Document Understanding Song Tao Zijian Wang Tiantian Fan Canjie Luo Can Huang SSL 38 2 0 28 Jul 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 57 8 0 10 Jul 2022
CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations Jialu Li Hao Tan Joey Tianyi Zhou LM&Ro 64 12 0 05 Jul 2022
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 27 3 0 05 Jul 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 33 35 0 30 Jun 2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media Jose Camacho-Collados Kiamehr Rezaee Talayeh Riahi Asahi Ushio Daniel Loureiro ... Eugenio Martínez-Cámara Gonzalo Medina T. Buhrmann Leonardo Neves Francesco Barbieri VLM AI4MH 31 130 0 29 Jun 2022
Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems Yixin Su Yunxiang Zhao S. Erfani Junhao Gan Rui Zhang 74 24 0 28 Jun 2022
MME-CRS: Multi-Metric Evaluation Based on Correlation Re-Scaling for Evaluating Open-Domain Dialogue Pengfei Zhang Xiao-fei Hu Kaidong Yu Jian Wang Song-Bo Han Cao Liu C. Yuan 21 7 0 19 Jun 2022
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs Dongjin Lee Kijung Shin 32 36 0 09 Jun 2022
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning Yifei Zhang Hao Zhu Zixing Song Piotr Koniusz Iriwn King 41 90 0 09 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 33 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 49 27 0 30 May 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining Shashank Goel Hritik Bansal S. Bhatia Ryan A. Rossi Vishwa Vinay Aditya Grover CLIP VLM 182 132 0 28 May 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 30 18 0 25 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 45 41 0 25 May 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Bo Zhao RALM 118 109 0 24 May 2022
An Adaptive Contrastive Learning Model for Spike Sorting Lang Qian Shengjie Zheng Chun-jian Deng C. Yang Xiaojian Li 18 1 0 24 May 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 46 14 0 23 May 2022
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation Wanyu Du Hanjie Chen Yangfeng Ji 21 1 0 19 May 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 36 135 0 19 May 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer Zhengyuan Liu Nancy F. Chen 19 1 0 19 May 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 21 63 0 18 May 2022
Improving Contextual Representation with Gloss Regularized Pre-training Yu Lin Zhecheng An Peihao Wu Zejun Ma 21 5 0 13 May 2022
AEON: A Method for Automatic Evaluation of NLP Test Cases Jen-tse Huang Jianping Zhang Wenxuan Wang Pinjia He Yuxin Su Michael R. Lyu 40 23 0 13 May 2022
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning Zixin Wen Yuanzhi Li SSL 27 34 0 12 May 2022
SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System Duc H. Le T. T. Doan S. Huynh Binh T. Nguyen 9 0 0 12 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 25 29 0 09 May 2022
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 46 97 0 05 May 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Yanfeng Chang Yun-Nung Chen 28 9 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 28 8 0 30 Apr 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval Siyu Ren Kenny Q. Zhu VLM 27 7 0 29 Apr 2022
A Thorough Examination on Zero-shot Dense Retrieval Ruiyang Ren Yingqi Qu Jiaheng Liu Wayne Xin Zhao Qifei Wu Yuchen Ding Hua-Hong Wu Haifeng Wang Ji-Rong Wen 37 41 0 27 Apr 2022
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies Md. Rizwan Parvez Jianfeng Chi Wasi Uddin Ahmad Yuan Tian Kai-Wei Chang RALM 18 13 0 19 Apr 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 32 3 0 19 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 37 55 0 18 Apr 2022
Contrastive Learning with Hard Negative Entities for Entity Set Expansion Hai-Tao Zheng Yongqian Li Yuxin He Tianyu Yu Ying Shen Haitao Zheng 16 31 0 16 Apr 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 16 5 0 15 Apr 2022
Improving Passage Retrieval with Zero-Shot Question Generation Devendra Singh Sachan M. Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih J. Pineau Luke Zettlemoyer OOD LRM 33 155 0 15 Apr 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Weihua Luo Jun Xie Rong Jin CLL 17 24 0 14 Apr 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types Xuwu Wang Junfeng Tian Min Gui Zhixu Li Rui-cang Wang Ming Yan Lihan Chen Yanghua Xiao VGen 24 48 0 13 Apr 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 32 0 0 13 Apr 2022
Self-Supervised Losses for One-Class Textual Anomaly Detection Kimberly T. Mai Toby O. Davies Lewis D. Griffin 12 7 0 12 Apr 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection Zhen Li Bing Xu Conghui Zhu T. Zhao 38 71 0 12 Apr 2022
MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification Jianhai Zhang M. Maimaiti Xing Gao Yuanhang Zheng Ji Zhang 16 9 0 11 Apr 2022