Papers
309 papers found
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
Juraj Vladika, Florian Matthes
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation
Manish Bhattarai, Minh Vu, Javier E. Santos et al.
Empowering Low-Resource Languages: TraSe Architecture for Enhanced Retrieval-Augmented Generation in Bangla
Atia Shahnaz Ipa, Mohammad Abu Tareq Rony, Mohammad Shariful Islam
OUNLP at SemEval-2024 Task 9: Retrieval-Augmented Generation for Solving Brain Teasers with LLMs
Vineet Saravanan, Steven Wilson
GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation
Daniel Saeedi, Alireza Kheirandish, Sirwe Saeedi et al.
HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs
Silvana Abdi, Mahrokh Hassani, Rosalien Kinds et al.
FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection
Flor Alberts, Ivo Bruinier, Nathalie Palm et al.
T2-RAGBench: Text-and-Table Benchmark for Evaluating Retrieval-Augmented Generation
Jan Strich, Enes Kutay Isgorur, Maximilian Trescher et al.
Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation
Ze Yu Zhang, Zitao Li, Yaliang Li et al.
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
Kin Kwan Leung, Mouloud Belbahri, Yi Sui et al.
RAGPPI: Retrieval-Augmented Generation Benchmark for Protein–Protein Interactions in Drug Discovery
Youngseung Jeon, Ziwen Li, Thomas Li et al.
RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation
Keerthana Murugaraj, Salima Lamsiyah, Martin Theobald
Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation
Zhipeng Zhang, Dmitry Ilvovsky
Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation
Julia Belikova, Danila Rozhevskii, Dennis Svirin et al.
ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation
Akshay Verma, Swapnil Gupta, Siddharth Pillai 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.
DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation
Saadat Hasan Khan, Spencer Hong, Jingyu Wu et al.
EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education
Israel Olanrewaju Odeajo, Edifon Emmanuel Jimmy
Evaluating Retrieval-Augmented Generation for Medication Question Answering on Nigerian Drug Labels in Yorùbá
Aramide Adebesin, Zainab Tairu
ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning
Zongsheng Cao, Anran Liu, Yangfan He et al.
RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding
Yinglu Li, Zhiying Lu, Zhihang Liu et al.
Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning
Xiaoxing You, Qiang Huang, Lingyu Li et al.
Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs
Chenxiao Lin, Ye Luo, KunHong Liu et al.
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation
Shu Wang, Yixiang Fang, Yingli Zhou et al.