Cover Image

Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sousa, Pedro, Mello, Cláudio Klautau, Morte, Frank B., Navarro, Luis F. Solis
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GeoRAG: A Question-Answering Approach from a Geographical Perspective
by: Wang, Jian, et al.
Published: (2025)

MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering
by: Wang, Ziyu, et al.
Published: (2025)

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

RAG-based Question Answering over Heterogeneous Data and Text
by: Christmann, Philipp, et al.
Published: (2024)

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

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
by: Zhong, Kezhen, et al.
Published: (2025)

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

A Multi-Source Retrieval Question Answering Framework Based on RAG
by: Wu, Ridong, et al.
Published: (2024)

MHier-RAG: Multi-Modal RAG for Visual-Rich Document Question-Answering via Hierarchical and Multi-Granularity Reasoning
by: Gong, Ziyu, et al.
Published: (2025)

Unlocking Biological Workflows for Robust Protein-Text Question Answering: A Dual-Dimensional RAG Framework
by: Ding, Li, et al.
Published: (2026)

Reading Between the Timelines: RAG for Answering Diachronic Questions
by: Lau, Kwun Hang, et al.
Published: (2025)

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

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

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

KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation
by: Chen, Ching Han, et al.
Published: (2025)

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering
by: Rackauckas, Zackary, et al.
Published: (2025)

RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
by: Zhang, Rongyang, et al.
Published: (2025)

Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for Telecommunications
by: Bornea, Andrei-Laurentiu, et al.
Published: (2024)

VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering
by: Tai, Zhenghan, et al.
Published: (2025)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
by: Ni, Tengjun, et al.
Published: (2025)

Comparing RAG and GraphRAG for Page-Level Retrieval Question Answering on Math Textbook
by: Chen, Eason, et al.
Published: (2025)

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
by: Shi, Yucheng, et al.
Published: (2025)

Rag Performance Prediction for Question Answering
by: Dado, Or, et al.
Published: (2026)

SE-PQA: Personalized Community Question Answering
by: Kasela, Pranav, et al.
Published: (2023)

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

MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
by: Ning, Yingpeng, et al.
Published: (2025)

Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering
by: Siriwardhana, Shamane, et al.
Published: (2021)

W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
by: Nian, Jinming, et al.
Published: (2024)

Inferential Question Answering
by: Mozafari, Jamshid, et al.
Published: (2026)

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

Open-Ended and Knowledge-Intensive Video Question Answering
by: Alam, Md Zarif Ul, et al.
Published: (2025)

An Empirical Study of Evaluating Long-form Question Answering
by: Xian, Ning, et al.
Published: (2025)

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

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

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering
by: Wang, Xinyu, et al.
Published: (2025)

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

From PDF to RAG-Ready: Evaluating Document Conversion Frameworks for Domain-Specific Question Answering
by: Santos, José Guilherme Marques dos, et al.
Published: (2026)

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

Towards Robust Expert Finding in Community Question Answering Platforms
by: Amendola, Maddalena, et al.
Published: (2025)

Zero-Shot Complex Question-Answering on Long Scientific Documents
by: Wang, Wanting
Published: (2025)