SimCSE: Simple Contrastive Learning of Sentence Embeddings

18 April 2021

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

50 / 483 papers shown

Title
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 29 0 0 21 Oct 2024
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 42 0 0 19 Oct 2024
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings Raghuveer Thirukovalluru Bhuwan Dhingra 34 2 0 18 Oct 2024
Comprehending Knowledge Graphs with Large Language Models for Recommender Systems Ziqiang Cui Yunpeng Weng Xing Tang Fuyuan Lyu Dugang Liu Xiuqiang He Chen Ma 41 3 0 16 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 159 1 0 15 Oct 2024
SensorLLM: Human-Intuitive Alignment of Multivariate Sensor Data with LLMs for Activity Recognition Zechen Li Shohreh Deldari Linyao Chen Hao Xue Flora D. Salim 42 6 0 14 Oct 2024
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion Dexuan Ding Lei Wang Liyun Zhu Tom Gedeon Piotr Koniusz 36 4 0 02 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 46 1 0 02 Oct 2024
DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations Gibong Hong Veronica Hindle Nadine M. Veasley Hannah D. Holscher Halil Kilicoglu AI4CE 48 0 0 29 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 35 0 23 Sep 2024
Self-Supervised State Space Model for Real-Time Traffic Accident Prediction Using eKAN Networks Xin Tan Meng Zhao 37 0 0 09 Sep 2024
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition Yiheng Wu Junhui Li Muhua Zhu 19 0 0 07 Sep 2024
LLM-based multi-agent poetry generation in non-cooperative environments Ran Zhang Steffen Eger LLMAG 37 5 0 05 Sep 2024
FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation Li Wang Qiang Wu Min Xu 25 1 0 05 Sep 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Guangyuan Ma Yongliang Ma Xing Wu Zhenpeng Su Ming Zhou Songlin Hu OOD 41 2 0 20 Aug 2024
End-to-end Semantic-centric Video-based Multimodal Affective Computing Ronghao Lin Ying Zeng Sijie Mai Haifeng Hu VGen 45 0 0 14 Aug 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation Esteban Garces Arias Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 43 3 0 26 Jul 2024
Banyan: Improved Representation Learning with Explicit Structure Mattia Opper N. Siddharth 31 1 0 25 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 65 2 0 10 Jul 2024
Crafting Large Language Models for Enhanced Interpretability Chung-En Sun Tuomas P. Oikarinen Tsui-Wei Weng 35 6 0 05 Jul 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 46 2 0 18 Jun 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts Chang Tian Matthew B. Blaschko Wenpeng Yin Mingzhe Xing Yinliang Yue Marie-Francine Moens 52 2 0 18 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 43 2 0 14 Jun 2024
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF Taiming Lu Lingfeng Shen Xinyu Yang Weiting Tan Beidi Chen Huaxiu Yao 61 2 0 12 Jun 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation Hao Li Yuping Wu Viktor Schlegel R. Batista-Navarro Tharindu Madusanka ... Jiayan Zeng Xiaochi Wang Xinran He Yizhi Li Goran Nenadic 33 6 0 05 Jun 2024
Space Decomposition for Sentence Embedding Wuttikorn Ponwitayarat Peerat Limkonchotiwat E. Chuangsuwanich Sarana Nutanong 26 0 0 05 Jun 2024
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding Zhihan Zhang Yixin Cao Chenchen Ye Yunshan Ma Lizi Liao Tat-Seng Chua 34 9 0 04 Jun 2024
The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding K. Enevoldsen Márton Kardos Niklas Muennighoff Kristoffer Laigaard Nielbo 42 9 0 04 Jun 2024
GANcrop: A Contrastive Defense Against Backdoor Attacks in Federated Learning Xiao-ying Gan Shanyu Gan Taizhi Su Peng Liu FedML 27 0 0 31 May 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman M. Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 54 139 0 27 May 2024
Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction Yu-Hsiang Lin Huang-Ting Shieh Chih-Yu Liu Kuang-Ting Lee Hsiao-Cheng Chang Jing-Lun Yang Yu-Sheng Lin LRM KELM RALM 50 1 0 21 May 2024
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 52 0 0 18 May 2024
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively Tiziano Labruna Jon Ander Campos Gorka Azkune 26 10 0 30 Apr 2024
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model Zhengpeng Shi Haoran Luo LRM ALM 38 2 0 28 Apr 2024
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning Tianhui Zhang Bei Peng Danushka Bollegala LRM 29 7 0 25 Apr 2024
Parameter Efficient Diverse Paraphrase Generation Using Sequence-Level Knowledge Distillation Lasal Jayawardena Prasan Yapa BDL 38 1 0 19 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 71 5 0 11 Apr 2024
IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts Udvas Basak Rajarshi Dutta Shivam Pandey Ashutosh Modi 31 2 0 06 Apr 2024
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning Andrei Semenov Vladimir Ivanov Aleksandr Beznosikov Alexander Gasnikov 42 6 0 04 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 38 19 0 30 Mar 2024
Gecko: Versatile Text Embeddings Distilled from Large Language Models Jinhyuk Lee Zhuyun Dai Xiaoqi Ren Blair Chen Daniel Cer ... Aditya Kusupati Prateek Jain Siddhartha Reddy Jonnalagadda Ming-Wei Chang Iftekhar Naim RALM VLM SyDa 48 41 0 29 Mar 2024
SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages N. Ousidhoum Shamsuddeen Hassan Muhammad Mohamed Abdalla Idris Abdulmumin I. Ahmad ... Thamar Solorio Nirmal Surange Krishnapriya Vishnubhotla Seid Muhie Yimam Saif M. Mohammad 44 11 0 27 Mar 2024
EDDA: A Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection Daijun Ding Li Dong Zhichao Huang Guangning Xu Xu Huang Bo Liu Liwen Jing Bowen Zhang 39 3 0 23 Mar 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal Jianheng Huang Leyang Cui Ante Wang Chengyi Yang Xinting Liao Linfeng Song Junfeng Yao Jinsong Su KELM CLL 34 32 0 02 Mar 2024
A Scalable and Transferable Time Series Prediction Framework for Demand Forecasting Young-Jin Park Donghyun Kim Frédéric Odermatt Juho Lee KyungHyun Kim AI4TS 42 3 0 29 Feb 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning Yuiga Wada Kanta Kaneda Daichi Saito Komei Sugiura 34 24 0 28 Feb 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 46 1 0 25 Feb 2024
Citation-Enhanced Generation for LLM-based Chatbots Weitao Li Junkai Li Weizhi Ma Yang Liu 62 17 0 25 Feb 2024
Biomedical Entity Linking as Multiple Choice Question Answering Zhenxi Lin Ziheng Zhang Xian Wu Yefeng Zheng 33 2 0 23 Feb 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing Hyunjae Kim Seunghyun Yoon Trung Bui Handong Zhao Quan Tran Franck Dernoncourt Jaewoo Kang CLIP 21 2 0 23 Feb 2024