Information Retrieval · Computer Science
VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search
Solmaz Seyed Monir, Irene Lau, Shubing Yang, Dongfang Zhao
2024-09-27
Information Retrieval · Computer Science
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Xueguang Ma, Liang Wang, Nan Yang, Furu Wei +1
2023-10-13
Computation and Language · Computer Science
ELITE: Embedding-Less retrieval with Iterative Text Exploration
Zhangyu Wang, Siyuan Gao, Rong Zhou, Hao Wang +1
2025-05-20
Information Retrieval · Computer Science
A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems
Pranav Pushkar Mishra, Kranti Prakash Yeole, Ramyashree Keshavamurthy, Mokshit Bharat Surana +1
2026-04-01
Information Retrieval · Computer Science
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
Yunyi Zhang, Ruozhen Yang, Siqi Jiao, SeongKu Kang +1
2025-10-07
Artificial Intelligence · Computer Science
KROMA: Ontology Matching with Knowledge Retrieval and Large Language Models
Lam Nguyen, Erika Barcelos, Roger French, Yinghui Wu
2025-09-12
Computation and Language · Computer Science
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval
Jinlin Wang, Suyuchen Wang, Ziwen Xia, Sirui Hong +3
2024-10-29
Computation and Language · Computer Science
Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models
Hai-Long Nguyen, Duc-Minh Nguyen, Tan-Minh Nguyen, Ha-Thanh Nguyen +2
2024-03-28
Artificial Intelligence · Computer Science
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
Meiru Zhang, Philipp Borchert, Milan Gritta, Gerasimos Lampouras
2026-04-08
Information Retrieval · Computer Science
Ranking Narrative Query Graphs for Biomedical Document Retrieval (Technical Report)
Hermann Kroll, Pascal Sackhoff, Timo Breuer, Ralf Schenkel +1
2024-12-23
Information Retrieval · Computer Science
Harnessing the Power of Reinforcement Learning for Language-Model-Based Information Retriever via Query-Document Co-Augmentation
Jingming Liu, Yumeng Li, Wei Shi, Yao-Xiang Ding +2
2025-06-24
Computer Vision and Pattern Recognition · Computer Science
Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models
Kengo Nakata, Daisuke Miyashita, Youyang Ng, Yasuto Hoshi +1
2024-08-30
Computer Vision and Pattern Recognition · Computer Science
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models
Yimu Wang, Shuai Yuan, Bo Xue, Xiangru Jian +3
2025-02-05
Computation and Language · Computer Science
Reducing Formal Context Extraction: A Newly Proposed Framework from Big Corpora
Bryar A. Hassan, Shko M. Qader, Alla A. Hassan, Joan Lu +3
2025-04-10
Information Retrieval · Computer Science
LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
Guangyuan Ma, Yongliang Ma, Xuanrui Gou, Zhenpeng Su +2
2026-02-02
Information Retrieval · Computer Science
Text Retrieval with Multi-Stage Re-Ranking Models
Yuichi Sasazawa, Kenichi Yokote, Osamu Imaichi, Yasuhiro Sogawa
2023-11-15
Computation and Language · Computer Science
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding
Weizhi Fei, Xueyan Niu, Guoqing Xie, Yanhua Zhang +3
2024-06-19
Information Retrieval · Computer Science
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin +1
2024-10-22
Information Retrieval · Computer Science
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval
Guangyuan Ma, Xing Wu, Peng Wang, Zijia Lin +1
2023-08-17