SimCSE: Simple Contrastive Learning of Sentence Embeddings

18 April 2021

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

50 / 484 papers shown

Title
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Zijia Lin Songlin Hu RALM 29 10 0 16 Aug 2023
Toward a Better Understanding of Loss Functions for Collaborative Filtering Seongmin Park Mincheol Yoon Jae-woong Lee Hogun Park Jongwuk Lee 29 14 0 11 Aug 2023
Collective Human Opinions in Semantic Textual Similarity Yuxia Wang Shimin Tao Ning Xie Hao Yang Timothy Baldwin Karin Verspoor 29 4 0 08 Aug 2023
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths Moyu Zhang Xinning Zhu Chun-Xiao Zhang Feng Pan Wenchen Qian Hui Zhao 19 3 0 07 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 59 342 0 07 Aug 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 42 40 0 31 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Chun Miao 3DH 34 8 0 24 Jul 2023
Transformer-based Joint Source Channel Coding for Textual Semantic Communication Shicong Liu Zhenke Gao Gaojie Chen Yu Su Lu Peng 21 3 0 23 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 32 21 0 22 Jul 2023
Density-invariant Features for Distant Point Cloud Registration Quanpan Liu Hongzi Zhu Yunsong Zhou Hongyang Li Shan Chang Minyi Guo 3DPC 34 19 0 19 Jul 2023
CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation Huimin Wang Wai-Chung Kwan Kam-Fai Wong Yefeng Zheng MedIm 23 8 0 17 Jul 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 56 4 0 15 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 24 7 0 14 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters Tim Schopf Dennis Schneider Florian Matthes 28 5 0 06 Jul 2023
LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias Mario Almagro Emilio Almazán Diego Ortego David Jiménez 26 3 0 06 Jul 2023
Graph Contrastive Topic Model Zheheng Luo Lei Liu Qianqian Xie Sophia Ananiadou 21 2 0 05 Jul 2023
On the Exploitability of Instruction Tuning Manli Shu Jiong Wang Chen Zhu Jonas Geiping Chaowei Xiao Tom Goldstein SILM 33 91 0 28 Jun 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 39 73 0 07 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 24 32 0 05 Jun 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Katharina Hämmerl Alina Fastowski Jindrich Libovický Alexander Fraser 28 6 0 01 Jun 2023
IDAS: Intent Discovery with Abstractive Summarization Maarten De Raedt Fréderic Godin Thomas Demeester Chris Develder 37 16 0 31 May 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David E. Evans Li Meng OffRL 23 0 0 30 May 2023
Do Large Language Models Know What They Don't Know? Zhangyue Yin Qiushi Sun Qipeng Guo Jiawen Wu Xipeng Qiu Xuanjing Huang ELM AI4MH 32 149 0 29 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 24 5 0 28 May 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 42 3 0 26 May 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies Shiyue Zhang Shijie Wu Ozan Irsoy Steven Lu Joey Tianyi Zhou Mark Dredze David S. Rosenberg 23 9 0 26 May 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification Kexi Ji Yixin Lian Jingsheng Gao Baoyuan Wang VLM 24 21 0 26 May 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation Kuan-Hao Huang Varun Iyer I-Hung Hsu Anoop Kumar Kai-Wei Chang Aram Galstyan 33 13 0 26 May 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning Chia-Wen Kuo Z. Kira 34 21 0 25 May 2023
Extracting Text Representations for Terms and Phrases in Technical Domains Francesco Fusco Diego Antognini 35 0 0 25 May 2023
Topic-Guided Self-Introduction Generation for Social Media Users Chunpu Xu Jing Li Pijian Li Min Yang 33 0 0 24 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 28 3 0 24 May 2023
Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation Minwoo Lee Hyukhun Koh Kang-il Lee Dongdong Zhang Minsu Kim Kyomin Jung 32 9 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Luu Anh Tuan 42 26 0 23 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 28 0 0 22 May 2023
Look-back Decoding for Open-Ended Text Generation Nan Xu Chunting Zhou Asli Celikyilmaz Xuezhe Ma 31 9 0 22 May 2023
Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents Jannis Vamvas Rico Sennrich 26 1 0 22 May 2023
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains Frank Mtumbuka Steven Schockaert 42 0 0 22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 34 6 0 22 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 28 5 0 21 May 2023
Patton: Language Model Pretraining on Text-Rich Networks Bowen Jin Wentao Zhang Yu Zhang Yu Meng Xinyang Zhang Qi Zhu Jiawei Han VLM 45 44 0 20 May 2023
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search Mozhi Zhang Hang Yan Yaqian Zhou Xipeng Qiu 21 10 0 20 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 26 63 0 19 May 2023
Zero-Shot Text Classification via Self-Supervised Tuning Chaoqun Liu Wenxuan Zhang Guizhen Chen Xiaobao Wu A. Luu Chip Hong Chang Lidong Bing VLM 37 11 0 19 May 2023
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings Qian Chen Wen Wang Qinglin Zhang Siqi Zheng Chong Deng Hai Yu Jiaqing Liu Yukun Ma Chong Zhang 24 3 0 18 May 2023
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph Embedding Honggen Zhang June Zhang Igor Molybog 26 4 0 17 May 2023
How does Contrastive Learning Organize Images? Yunzhe Zhang Yao Lu Qi Xuan SSL 32 0 0 17 May 2023
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog Fanqi Wan Weizhou Shen Ke Yang Xiaojun Quan Wei Bi RALM 34 10 0 17 May 2023
Additive manifesto decomposition: A policy domain aware method for understanding party positioning Tanise Ceron Dmitry Nikolaev Sebastian Padó 12 5 0 17 May 2023
Balancing Lexical and Semantic Quality in Abstractive Summarization Jeewoo Sul Y. Choi 30 4 0 17 May 2023