Cover Image

Evaluating Consistencies in LLM responses through a Semantic Clustering of Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Yanggyu, Kim, Jihie
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving LLM Classification of Logical Errors by Integrating Error Relationship into Prompts
by: Lee, Yanggyu, et al.
Published: (2024)

Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering
by: Lee, Wonjin, et al.
Published: (2024)

KoBBQ: Korean Bias Benchmark for Question Answering
by: Jin, Jiho, et al.
Published: (2023)

Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering
by: Calvo-Bartolomé, Lorena, et al.
Published: (2025)

CIC: A Framework for Culturally-Aware Image Captioning
by: Yun, Youngsik, et al.
Published: (2024)

Denoising Table-Text Retrieval for Open-Domain Question Answering
by: Kang, Deokhyung, et al.
Published: (2024)

FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering
by: Lee, Gyubok, et al.
Published: (2025)

LLM Robustness Against Misinformation in Biomedical Question Answering
by: Bondarenko, Alexander, et al.
Published: (2024)

Improved LLM Agents for Financial Document Question Answering
by: Tan, Nelvin, et al.
Published: (2025)

QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
by: Kim, Minsang, et al.
Published: (2024)

SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation
by: Kendre, Shrikant, et al.
Published: (2025)

A Semantic-Sampling Framework for Evaluating Calibration in Open-Ended Question Answering
by: Wang, Zhanliang, et al.
Published: (2026)

YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering
by: D'Souza, Jennifer, et al.
Published: (2025)

Efficient Multi-Hop Question Answering over Knowledge Graphs via LLM Planning and Embedding-Guided Search
by: Shrestha, Manil, et al.
Published: (2025)

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering
by: Arias-Duart, Anna, et al.
Published: (2025)

Understanding Network Behaviors through Natural Language Question-Answering
by: Xing, Mingzhe, et al.
Published: (2025)

Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration
by: Qian, Cheng, et al.
Published: (2024)

Improving LLM Reliability with RAG in Religious Question-Answering: MufassirQAS
by: Alan, Ahmet Yusuf, et al.
Published: (2024)

Compositional Consistency-Guided Decoding for Three-Way Logical Question Answering
by: Huang, Tianyi, et al.
Published: (2026)

Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
by: Adlakha, Vaibhav, et al.
Published: (2023)

CoE-Ops: Collaboration of LLM-based Experts for AIOps Question-Answering
by: Zhao, Jinkun, et al.
Published: (2025)

Prompt-Based Clarity Evaluation and Topic Detection in Political Question Answering
by: Prahallad, Lavanya, et al.
Published: (2026)

OLAPH: Improving Factuality in Biomedical Long-form Question Answering
by: Jeong, Minbyul, et al.
Published: (2024)

SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking
by: Tran, Dien X., et al.
Published: (2025)

Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms
by: Lee, JinKyu, et al.
Published: (2024)

AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)

MedExQA: Medical Question Answering Benchmark with Multiple Explanations
by: Kim, Yunsoo, et al.
Published: (2024)

Confidence-guided Refinement Reasoning for Zero-shot Question Answering
by: Jang, Youwon, et al.
Published: (2025)

CompactRAG: Reducing LLM Calls and Token Overhead in Multi-Hop Question Answering
by: Yang, Hao, et al.
Published: (2026)

An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering
by: Murphy, Alexander, et al.
Published: (2025)

TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
by: Li, Shuo, et al.
Published: (2023)

Long-Span Question-Answering: Automatic Question Generation and QA-System Ranking via Side-by-Side Evaluation
by: Bohnet, Bernd, et al.
Published: (2024)

ResearchQA: Evaluating Scholarly Question Answering at Scale Across 75 Fields with Survey-Mined Questions and Rubrics
by: Yifei, Li S., et al.
Published: (2025)

Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering
by: Ferguson, Nick, et al.
Published: (2025)

Case-Based Reasoning Approach for Solving Financial Question Answering
by: Kim, Yikyung, et al.
Published: (2024)

Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)

When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering
by: Kang, Eojin, et al.
Published: (2025)

StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback
by: Park, Jiho, et al.
Published: (2025)

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

Training LLMs with Reinforcement Learning for Intent-Aware Personalized Question Answering
by: Amirizaniani, Maryam, et al.
Published: (2026)