NinjaLLM: Fast, Scalable and Cost-effective RAG using Amazon SageMaker and AWS Trainium and Inferentia2by Tengfei…
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systemsby Robert Friel, Masha Belyi, Atindriyo SanyalFirst submitted to…
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG…
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generationby Shengjie…
Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generationby Kriti Bhattarai, Inez Y. Oh,…
Lynx: An Open Source Hallucination Evaluation Modelby Selvan Sunitha Ravi, Bartosz Mielczarek, Anand Kannappan, Douwe…
Speculative RAG: Enhancing Retrieval Augmented Generation through Draftingby Zilong Wang, Zifeng Wang, Long Le, Huaixiu…
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruningby Zhili Shen, Pavlos Vougiouklis, Chenxin Diao,…
Retrieval-augmented generation in multilingual settingsby Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant,…
Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chineseby Yunqi Xu, Tianchi Cai, Jiyan…