Papers
2,899 papers found
Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models
Francesco Maria Molfese, Momchil Hardalov, Rexhina Blloshmi et al.
Trove: A Flexible Toolkit for Dense Retrieval
Reza Esfandiarpoor, Max Zuo, Stephen Bach
SciTrue: Evidence-Grounded Claim Verification in Science
Neset Tan, Minghao Li, Mark Gahegan
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments
Saeid Vaghefi, Aymane Hachcham, Veronica Grasso et al.
RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation
Keerthana Murugaraj, Salima Lamsiyah, Martin Theobald
SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems
Ernesto Luis Estevanell Valladares, Salima Lamsiyah, Alicia Picazo-Izquierdo et al.
Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation
Zhipeng Zhang, Dmitry Ilvovsky
LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval
Narges Baba Ahmadi, Jan Strich, Martin Semmann et al.
Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient
Clovis Varangot-Reille, Christophe Bouvard, Antoine Gourru
GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval
Faezeh Safari, Hang Dong, Zeyu Fu et al.
Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation
Julia Belikova, Danila Rozhevskii, Dennis Svirin et al.
Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot
Daniel González Juclà, Mohit Tuteja, Marcos Esteve Casademunt et al.
ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation
Akshay Verma, Swapnil Gupta, Siddharth Pillai et al.
MIRAGE: Metadata-guided Image Retrieval and Answer Generation for E-commerce Troubleshooting
Rishav Sahay, Lavanya Sita Tekumalla, Anoop Saladi
D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval
Jaeyoung Kim, Dohyeon Lee, Soona Hong et al.
DIRECT: Directional Relevance in Conversational Trajectories
Anshuman Mourya, Rajdeep Mukherjee, Prerna Jolly et al.
ART: Adaptive Reasoning Trees for Explainable Claim Verification
Sahil Wadhwa, Himanshu Kumar, Guanqun Yang et al.
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task
Leonardo Ranaldi, Barry Haddow, Alexandra Birch
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation
Nobuhiro Ueda, Yuyang Dong, Krisztián Boros et al.
Unified Multimodal Interleaved Document Representation for Retrieval
Jaewoo Lee, Joonho Ko, Jinheon Baek et al.
See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval
Mingyu Jeon, Sungjin Han, Jinkwon Hwang et al.
Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains
Long S. T. Nguyen, Tho T. Quan
DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation
Saadat Hasan Khan, Spencer Hong, Jingyu Wu et al.
Negative Sampling Techniques in Dense Retrieval: A Survey
Laurin Wischounig, Abdelrahman Abdallah, Adam Jatowt