Title
Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights Yifan Wu Lutao Yan Yizhang Zhu Yinan Mei Jiannan Wang Nan Tang Yuyu Luo 22 0 0 15 May 2025
Hakim: Farsi Text Embedding Model Mehran Sarmadi Morteza Alikhani Erfan Zinvandi Zahra Pourbahman VLM 28 0 0 13 May 2025
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation Carlo Merola Jaspinder Singh RALM 127 0 0 28 Apr 2025
Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection Bo Lin Shangwen Wang Yihao Qin Liqian Chen Xiaoguang Mao SILM 29 0 0 23 Apr 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 62 0 0 20 Apr 2025
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog Jennifer D’Souza Sameer Sadruddin Holger Israel Mathias Begoin Diana Slawig 57 5 0 09 Apr 2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image Ezzeldin Shereen Dan Ristea Burak Hasircioglu Shae McFadden V. Mavroudis Chris Hicks 44 0 0 02 Apr 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Y. K. Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 69 0 0 13 Mar 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 66 2 0 03 Mar 2025
Language Model Re-rankers are Steered by Lexical Similarities Lovisa Hagström Ercong Nie Ruben Halifa Helmut Schmid Richard Johansson Alexander Junge 43 0 0 24 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation Hao Liu Zhengren Wang Xi Chen Z. Li Feiyu Xiong Qinhan Yu W. Zhang LRM 53 3 0 18 Feb 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 145 0 0 01 Jan 2025
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 77 7 0 17 Dec 2024
Bilingual BSARD: Extending Statutory Article Retrieval to Dutch Ehsan Lotfi Nikolay Banar Nerses Yuzbashyan Walter Daelemans AILaw 69 0 0 10 Dec 2024
Little Giants: Synthesizing High-Quality Embedding Data at Scale Haonan Chen Liang Wang Nan Yang Y. X. Zhu Ziliang Zhao Furu Wei Zhicheng Dou SyDa 34 1 0 24 Oct 2024
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models Michael Gunther Isabelle Mohr Daniel James Williams Bo Wang Han Xiao 22 9 0 07 Sep 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 325 0 05 Feb 2024