Is Cosine-Similarity of Embeddings Really About Similarity?

8 March 2024

Papers citing "Is Cosine-Similarity of Embeddings Really About Similarity?"

29 / 29 papers shown

Title
Preserving Privacy and Utility in LLM-Based Product Recommendations Tina Khezresmaeilzadeh Jiang Zhang Dimitrios Andreadis Konstantinos Psounis 32 0 0 02 May 2025
ARCeR: an Agentic RAG for the Automated Definition of Cyber Ranges Matteo Lupinacci Francesco Blefari Francesco Romeo Francesco Aurelio Pironti Angelo Furfaro 31 0 0 16 Apr 2025
Is CLIP ideal? No. Can we fix it? Yes! Raphi Kang Yue Song Georgia Gkioxari Pietro Perona VLM 58 0 0 10 Mar 2025
Accodemy: AI Powered Code Learning Platform to Assist Novice Programmers in Overcoming the Fear of Coding M.A.F. Aamina V. Kavishcan W.M.P.B.B. Jayaratne K.K.D.S.N. Kannangara A.A. Aamil Achini Adikari 34 0 0 09 Mar 2025
Neural Network Graph Similarity Computation Based on Graph Fusion Zenghui Chang Yiqiao Zhang Hong Cai Chen GNN 73 0 0 25 Feb 2025
Do Multilingual LLMs Think In English? Lisa Schut Y. Gal Sebastian Farquhar 42 3 0 24 Feb 2025
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Shiryu Ueno Yoshikazu Hayashi Shunsuke Nakatsuka Yusei Yamada Hiroaki Aizawa K. Kato MLLM VLM 99 0 0 13 Feb 2025
This looks like what? Challenges and Future Research Directions for Part-Prototype Models Khawla Elhadri Tomasz Michalski Adam Wróbel Jorg Schlotterer Bartosz Zieliñski C. Seifert 84 0 0 13 Feb 2025
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Lili Zhang Quanyan Zhu Herman Ray Ying Xie 29 0 0 26 Jan 2025
GuidelineGuard: An Agentic Framework for Medical Note Evaluation with Guideline Adherence MD Ragib Shahriyear AI4TS LM&MA 36 0 0 09 Nov 2024
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration L. Qin Qiguang Chen Hao Fei Zhi Chen Min Li Wanxiang Che 39 5 0 27 Oct 2024
Optimal Design for Reward Modeling in RLHF Antoine Scheid Etienne Boursier Alain Durmus Michael I. Jordan Pierre Ménard Eric Moulines Michal Valko OffRL 40 5 0 22 Oct 2024
How much do contextualized representations encode long-range context? Simeng Sun Cheng-Ping Hsieh 39 0 0 16 Oct 2024
SimO Loss: Anchor-Free Contrastive Loss for Fine-Grained Supervised Contrastive Learning Taha Bouhsine Imad El Aaroussi Atik Faysal Wang Huaxia 29 1 0 07 Oct 2024
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining Vinayak Arannil Neha Narwal Sourav Sanjukta Bhabesh Sai Nikhil Thirandas Darren Yow-Bang Wang Graham Horwood Alex Anto Chirayath Gouri Pandeshwar 41 0 0 30 Sep 2024
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios Hai Lin Shaoxiong Zhan Junyou Su Haitao Zheng Hui Wang RALM 29 1 0 24 Sep 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 73 6 0 09 Sep 2024
Federated Learning for Face Recognition via Intra-subject Self-supervised Learning Hansol Kim Hoyeol Choi Youngjun Kwak FedML 26 1 0 23 Jul 2024
Evaluation of RAG Metrics for Question Answering in the Telecom Domain Sujoy Roychowdhury Sumit Soman H. G. Ranjani Neeraj Gunda Vansh Chhabra Sai Krishna Bala 53 14 0 15 Jul 2024
Data Generation Using Large Language Models for Text Classification: An Empirical Case Study Yinheng Li Rogerio Bonatti Sara Abdali Justin Wagle K. Koishida SyDa 39 5 0 27 Jun 2024
Token-based Decision Criteria Are Suboptimal in In-context Learning Hakaze Cho Yoshihiro Sakai Mariko Kato Kenshiro Tanaka Akira Ishii Naoya Inoue 46 2 0 24 Jun 2024
Who's asking? User personas and the mechanics of latent misalignment Asma Ghandeharioun Ann Yuan Marius Guerard Emily Reif Michael A. Lepori Lucas Dixon LLMSV 41 7 0 17 Jun 2024
Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings Hiroaki Yamagiwa Momose Oyama Hidetoshi Shimodaira LLMSV 38 2 0 16 Jun 2024
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search T. R. Barillot Alex De Castro 26 0 0 12 Jun 2024
IM-Context: In-Context Learning for Imbalanced Regression Tasks Ismail Nejjar Faez Ahmed Olga Fink 27 1 0 28 May 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 32 11 0 27 May 2024
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? Shaoyang Xu Weilong Dong Zishan Guo Xinwei Wu Deyi Xiong 39 6 0 28 Feb 2024
Word Embedding for Social Sciences: An Interdisciplinary Survey Akira Matsui Emilio Ferrara 19 5 0 07 Jul 2022
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 230 31,253 0 16 Jan 2013