Imagen de Portada

Retrieval Augmented Generation for Domain-specific Question Answering

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Sharma, Sanat, Yoon, David Seunghyun, Dernoncourt, Franck, Sultania, Dewang, Bagga, Karishma, Zhang, Mengjiao, Bui, Trung, Kotte, Varun
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language Artificial Intelligence Information Retrieval Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering
por: Ngo, Nghia Trung, et al.
Publicado: (2024)

Domain-specific Question Answering with Hybrid Search
por: Sultania, Dewang, et al.
Publicado: (2024)

Not All Queries Need Rewriting: When Prompt-Only LLM Refinement Helps and Hurts Dense Retrieval
por: Kotte, Varun
Publicado: (2026)

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
por: Man, Hieu, et al.
Publicado: (2024)

PASC: Pipeline-Aware Conformal Prediction with Joint Coverage Guarantees for Multi-Stage NLP and LLM Pipelines
por: Kotte, Varun
Publicado: (2026)

Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems
por: Chen, Jiajing, et al.
Publicado: (2024)

Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems
por: Kim, Sejong, et al.
Publicado: (2025)

FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
por: Choi, Chanyeol, et al.
Publicado: (2025)

RAGentA: Multi-Agent Retrieval-Augmented Generation for Attributed Question Answering
por: Besrour, Ines, et al.
Publicado: (2025)

Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
por: Siriwardhana, Shamane, et al.
Publicado: (2022)

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
por: Shi, Zhengliang, et al.
Publicado: (2024)

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
por: Ye, Linhao, et al.
Publicado: (2025)

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
por: Wang, Yuhao, et al.
Publicado: (2024)

Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering
por: Kaiser, Magdalena, et al.
Publicado: (2025)

FUSE : Failure-aware Usage of Subagent Evidence for MultiModal Search and Recommendation
por: Vatsa, Tushar, et al.
Publicado: (2025)

SF-RAG: Structure-Fidelity Retrieval-Augmented Generation for Academic Question Answering
por: Yu, Rui, et al.
Publicado: (2026)

SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation
por: Besrour, Ines, et al.
Publicado: (2025)

MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
por: Liu, Lihui, et al.
Publicado: (2025)

DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation
por: Wang, Shuting, et al.
Publicado: (2024)

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
por: Sun, Yushi, et al.
Publicado: (2025)

Answer Retrieval in Legal Community Question Answering
por: Askari, Arian, et al.
Publicado: (2024)

SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph
por: Lin, Teng, et al.
Publicado: (2025)

Corpus-informed Retrieval Augmented Generation of Clarifying Questions
por: Krasakis, Antonios Minas, et al.
Publicado: (2024)

Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering
por: Dadopoulos, Michail, et al.
Publicado: (2025)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
por: Dong, Kuicai, et al.
Publicado: (2025)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
por: Zhang, Xiaoming, et al.
Publicado: (2024)

Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation
por: Stuhlmann, Linus, et al.
Publicado: (2025)

Vietnamese Legal Information Retrieval in Question-Answering System
por: Ba, Thiem Nguyen, et al.
Publicado: (2024)

CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs
por: Hu, Yuntong, et al.
Publicado: (2025)

HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
por: Shin, Joongmin, et al.
Publicado: (2026)

Domain Fine-Tuning vs. Retrieval-Augmented Generation for Medical Multiple-Choice Question Answering: A Controlled Comparison at the 4B-Parameter Scale
por: Buskila, Avi-ad Avraam
Publicado: (2026)

RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
por: Chen, Zhongwu, et al.
Publicado: (2024)

ChatR1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering
por: Lupart, Simon, et al.
Publicado: (2025)

MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation
por: Kwon, Daeyong, et al.
Publicado: (2025)

Exploring Hint Generation Approaches in Open-Domain Question Answering
por: Mozafari, Jamshid, et al.
Publicado: (2024)

RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
por: Qian, Deniz, et al.
Publicado: (2026)

A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering
por: Sidiropoulos, Georgios, et al.
Publicado: (2024)

LMAR: Language Model Augmented Retriever for Domain-specific Knowledge Indexing
por: Zhao, Yao, et al.
Publicado: (2025)

Self-MedRAG: a Self-Reflective Hybrid Retrieval-Augmented Generation Framework for Reliable Medical Question Answering
por: Ryan, Jessica, et al.
Publicado: (2026)

Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering
por: Chen, Xiaoyang, et al.
Publicado: (2024)