SimCSE: Simple Contrastive Learning of Sentence Embeddings

18 April 2021

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

50 / 486 papers shown

Title
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
CiT: Curation in Training for Effective Vision-Language Data Hu Xu Saining Xie Po-Yao (Bernie) Huang Licheng Yu Russ Howes Gargi Ghosh Luke Zettlemoyer Christoph Feichtenhofer VLM DiffM 33 24 0 05 Jan 2023
Topic Segmentation Model Focusing on Local Context Jeonghwan Lee Jiyeong Han Sunghoon Baek M. Song 19 4 0 05 Jan 2023
Episodes Discovery Recommendation with Multi-Source Augmentations Ziwei Fan Alice Wang Zahra Nazari AI4TS 30 2 0 04 Jan 2023
ClusTop: An unsupervised and integrated text clustering and topic extraction framework Zhong-Zhi Chen Chenghu Mi Siwei Duo Jingfei He Yatong Zhou 30 2 0 03 Jan 2023
Discovering Customer-Service Dialog System with Semi-Supervised Learning and Coarse-to-Fine Intent Detection Zhitong Yang Xing Ma Anqi Liu Zheyu Zhang 20 1 0 23 Dec 2022
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 54 6 0 21 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Z. Ren 42 62 0 20 Dec 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 30 30 0 20 Dec 2022
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 22 62 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 279 0 19 Dec 2022
PAL: Persona-Augmented Emotional Support Conversation Generation Jiale Cheng Sahand Sabour Hao Sun Zhuang Chen Minlie Huang 27 27 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 27 4 0 17 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation Yixin Liu Alexander R. Fabbri Pengfei Liu Yilun Zhao Linyong Nan ... Simeng Han Chenyu You Chien-Sheng Wu Caiming Xiong Dragomir R. Radev ALM 24 132 0 15 Dec 2022
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning O. Yu. Golovneva Moya Chen Spencer Poff Martin Corredor Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ReLM LRM 34 138 0 15 Dec 2022
Mitigating Negative Style Transfer in Hybrid Dialogue System Shimin Li Qinyuan Cheng Linyang Li Xipeng Qiu 33 1 0 14 Dec 2022
Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments Zhivar Sourati Vishnu Priya Prasanna Venkatesh D. Deshpande Himanshu Rawlani Filip Ilievski Hông-Ân Sandlin Alain Mermoud AAML 31 20 0 12 Dec 2022
Feature-Level Debiased Natural Language Understanding Yougang Lyu Piji Li Yechang Yang Maarten de Rijke Pengjie Ren Yukun Zhao Dawei Yin Z. Ren 32 10 0 11 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 2022
Neural Machine Translation with Contrastive Translation Memories Xin Cheng Shen Gao Lemao Liu Dongyan Zhao Rui Yan 27 15 0 06 Dec 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 27 40 0 05 Dec 2022
Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue Jeiyoon Park Yoonna Jang Chanhee Lee Heu-Jeoung Lim 41 3 0 05 Dec 2022
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures Simone Conia Edoardo Barba Alessandro Sciré Roberto Navigli 23 7 0 02 Dec 2022
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond Yifei Zhang Hao Zhu Zixing Song Piotr Koniusz Irwin King 45 87 0 02 Dec 2022
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu T. Lu Peng-Zhen Zhang Ning Gu SSL 20 42 0 01 Dec 2022
Open Relation and Event Type Discovery with Type Abstraction Sha Li Heng Ji Jiawei Han 39 14 0 30 Nov 2022
GENNAPE: Towards Generalized Neural Architecture Performance Estimators Keith G. Mills Fred X. Han Jialin Zhang Fabián A. Chudak A. Mamaghani Mohammad Salameh Wei Lu Shangling Jui Di Niu 24 4 0 30 Nov 2022
Few-shot Object Detection with Refined Contrastive Learning Zeyu Shangguan Lian Huai Tong Liu Xingqun Jiang 25 7 0 24 Nov 2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 22 79 0 23 Nov 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning Xiaobao Wu A. Luu Xinshuai Dong 30 44 0 23 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 19 1 0 21 Nov 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition Guimin Hu Ting-En Lin Yi Zhao Guangming Lu Yuchuan Wu Yongbin Li 31 110 0 21 Nov 2022
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 32 0 0 21 Nov 2022
SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen Qingcai Chen Dongfang Li Yutao Huang 25 6 0 20 Nov 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 30 26 0 18 Nov 2022
ConNER: Consistency Training for Cross-lingual Named Entity Recognition Ran Zhou Xin Li Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 42 18 0 17 Nov 2022
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 37 15 0 16 Nov 2022
ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations Chanda Grover Indra Deep Mastan Debayan Gupta VLM CLIP 24 4 0 14 Nov 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment Hongming Zhang Wenlin Yao Dong Yu 39 12 0 09 Nov 2022
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning Qian Li Chenyu You Daling Wang Shi Feng Yifei Zhang 10 3 0 08 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 39 0 0 07 Nov 2022
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions Thong Nguyen Xiaobao Wu A. Luu Cong-Duy Nguyen Zhen Hai Lidong Bing 34 13 0 07 Nov 2022
SDCL: Self-Distillation Contrastive Learning for Chinese Spell Checking Xiaotian Zhang Hang Yan Sun Yu Xipeng Qiu 32 4 0 31 Oct 2022
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei Ping Nie Zhao Meng Roger Wattenhofer Mrinmaya Sachan VLM 50 20 0 29 Oct 2022
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space Zhe Li Man-Wai Mak Helen M. Meng 34 9 0 29 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 32 9 0 29 Oct 2022
Conversation Disentanglement with Bi-Level Contrastive Learning Chengyu Huang Zheng Zhang Hao Fei Lizi Liao DRL 33 7 0 27 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 50 22 0 27 Oct 2022
Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li Ari Holtzman Daniel Fried Percy Liang Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 45 323 0 27 Oct 2022
Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis Ronghao Lin Haifeng Hu SSL 23 15 0 26 Oct 2022