Copertina

Evaluating the Retrieval Component in LLM-Based Question Answering Systems

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Alinejad, Ashkan, Kumar, Krtin, Vahdat, Ali
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

Entity Retrieval for Answering Entity-Centric Questions
di: Shavarani, Hassan S., et al.
Pubblicazione: (2024)

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
di: Rybak, Piotr, et al.
Pubblicazione: (2023)

JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability
di: Wang, Junda, et al.
Pubblicazione: (2024)

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

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

Cross-modal Retrieval for Knowledge-based Visual Question Answering
di: Lerner, Paul, et al.
Pubblicazione: (2024)

PAQA: Toward ProActive Open-Retrieval Question Answering
di: Erbacher, Pierre, et al.
Pubblicazione: (2024)

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

Decomposing Retrieval Failures in RAG for Long-Document Financial Question Answering
di: Kobeissi, Amine, et al.
Pubblicazione: (2026)

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

Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision
di: Christmann, Philipp, et al.
Pubblicazione: (2024)

ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering
di: Gichamba, Alex, et al.
Pubblicazione: (2024)

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

Inferential Question Answering
di: Mozafari, Jamshid, et al.
Pubblicazione: (2026)

Evaluating Answer Reranking Strategies in Time-sensitive Question Answering
di: Kardan, Mehmet, et al.
Pubblicazione: (2025)

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

Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval
di: Ding, Wentao, et al.
Pubblicazione: (2024)

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

Advancing Chart Question Answering with Robust Chart Component Recognition
di: Zheng, Hanwen, et al.
Pubblicazione: (2024)

RAG based Question-Answering for Contextual Response Prediction System
di: Veturi, Sriram, et al.
Pubblicazione: (2024)

Neon: News Entity-Interaction Extraction for Enhanced Question Answering
di: Singhania, Sneha, et al.
Pubblicazione: (2024)

LiCQA : A Lightweight Complex Question Answering System
di: Saha, Sourav, et al.
Pubblicazione: (2026)

The ReQAP System for Question Answering over Personal Information
di: Christmann, Philipp, et al.
Pubblicazione: (2025)

A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering
di: Pusch, Larissa, et al.
Pubblicazione: (2026)

Empirical Evaluation of PDF Parsing and Chunking for Financial Question Answering with RAG
di: Bachyr, Omar El, et al.
Pubblicazione: (2026)

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

Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
di: Ao, Xiao, et al.
Pubblicazione: (2026)

Evaluating Small Open LLMs for Medical Question Answering: A Practical Framework
di: Buskila, Avi-ad Avraam
Pubblicazione: (2026)

Chunking, Retrieval, and Re-ranking: An Empirical Evaluation of RAG Architectures for Policy Document Question Answering
di: Maharjan, Anuj, et al.
Pubblicazione: (2026)

MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering
di: Zhu, Zhengyuan, et al.
Pubblicazione: (2024)

DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering
di: Lahiri, Aritra Kumar, et al.
Pubblicazione: (2024)

Evaluating Multimodal Large Language Models on Educational Textbook Question Answering
di: Alawwad, Hessa A., et al.
Pubblicazione: (2025)

Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions
di: Yang, Lixiao, et al.
Pubblicazione: (2024)

Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
di: Li, Zijian, et al.
Pubblicazione: (2024)

PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
di: Nahid, Md Mahadi Hasan, et al.
Pubblicazione: (2025)

Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
di: Chitale, Pranjal A., et al.
Pubblicazione: (2025)

Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
di: Aqib, Mohammad, et al.
Pubblicazione: (2025)

A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction
di: Ying, Huaiyuan, et al.
Pubblicazione: (2024)

Context Convergence Improves Answering Inferential Questions
di: Mozafari, Jamshid, et al.
Pubblicazione: (2026)