Cover Image

Questionnaire meets LLM: A Benchmark and Empirical Study of Structural Skills for Understanding Questions and Responses

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Duc-Hai, Nanjappan, Vijayakumar, O'Sullivan, Barry, Nguyen, Hoang D.
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

IRLBench: A Multi-modal, Culturally Grounded, Parallel Irish-English Benchmark for Open-Ended LLM Reasoning Evaluation
by: Tran, Khanh-Tung, et al.
Published: (2025)

Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding
by: Tran, Khanh-Tung, et al.
Published: (2025)

UCCIX: Irish-eXcellence Large Language Model
by: Tran, Khanh-Tung, et al.
Published: (2024)

Multi-Agent Collaboration Mechanisms: A Survey of LLMs
by: Tran, Khanh-Tung, et al.
Published: (2025)

Agentic Design Patterns: A System-Theoretic Framework
by: Dao, Minh-Dung, et al.
Published: (2026)

Refined Iterated Pareto Greedy for Energy-aware Hybrid Flowshop Scheduling with Blocking Constraints
by: Missaoui, Ahmed, et al.
Published: (2025)

Do LLMs Consider Security? An Empirical Study on Responses to Programming Questions
by: Sajadi, Amirali, et al.
Published: (2025)

VNJPTranslate: A comprehensive pipeline for Vietnamese-Japanese translation
by: Phan, Hoang Hai, et al.
Published: (2025)

An Empirical Study on Capability of Large Language Models in Understanding Code Semantics
by: Nguyen, Thu-Trang, et al.
Published: (2024)

An Empirical Study on Self-correcting Large Language Models for Data Science Code Generation
by: Quoc, Thai Tang, et al.
Published: (2024)

Towards Fast Algorithms for the Preference Consistency Problem Based on Hierarchical Models
by: George, Anne-Marie, et al.
Published: (2024)

ReVEL: Multi-Turn Reflective LLM-Guided Heuristic Evolution via Structured Performance Feedback
by: Van Duc, Cuong, et al.
Published: (2026)

ToolBrain: A Flexible Reinforcement Learning Framework for Agentic Tools
by: Le, Quy Minh, et al.
Published: (2025)

HanoiWorld : A Joint Embedding Predictive Architecture BasedWorld Model for Autonomous Vehicle Controller
by: Dat, Tran Tien, et al.
Published: (2026)

SurveyG: A Multi-Agent LLM Framework with Hierarchical Citation Graph for Automated Survey Generation
by: Nguye, Minh-Anh, et al.
Published: (2025)

VLQA: The First Comprehensive, Large, and High-Quality Vietnamese Dataset for Legal Question Answering
by: Nguyen, Tan-Minh, et al.
Published: (2025)

Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation
by: Nguyen, Van-Khang, et al.
Published: (2025)

CausalPlan: Empowering Efficient LLM Multi-Agent Collaboration Through Causality-Driven Planning
by: Nguyen, Minh Hoang, et al.
Published: (2025)

Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models
by: Nguyen, Hai-Long, et al.
Published: (2024)

Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning
by: Nguyen, Huy-Son, et al.
Published: (2024)

New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
by: Nguyen, Quy Hoang, et al.
Published: (2024)

Secure and Efficient UAV-Based Face Detection via Homomorphic Encryption and Edge Computing
by: Van Duc, Nguyen, et al.
Published: (2025)

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
by: Sui, Yuan, et al.
Published: (2023)

A Vietnamese Dataset for Text Segmentation and Multiple Choices Reading Comprehension
by: Hai, Toan Nguyen, et al.
Published: (2025)

Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval
by: Nguyen, Hai-Long, et al.
Published: (2024)

Enhancing News Recommendation with Hierarchical LLM Prompting
by: Kieu, Hai-Dang, et al.
Published: (2025)

Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
by: Chen, Zhihao, et al.
Published: (2026)

AgentSGEN: Multi-Agent LLM in the Loop for Semantic Collaboration and GENeration of Synthetic Data
by: Xuan, Vu Dinh, et al.
Published: (2025)

VLegal-Bench: Cognitively Grounded Benchmark for Vietnamese Legal Reasoning of Large Language Models
by: Dong, Nguyen Tien, et al.
Published: (2025)

TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering
by: Han, Liying, et al.
Published: (2026)

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents
by: Cho, Hongcheol, et al.
Published: (2026)

SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents
by: Zhou, Yifan, et al.
Published: (2026)

AutoViVQA: A Large-Scale Automatically Constructed Dataset for Vietnamese Visual Question Answering
by: Tuong, Nguyen Anh, et al.
Published: (2026)

The Initial Exploration Problem in Knowledge Graph Exploration
by: McNamara, Claire, et al.
Published: (2026)

Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study
by: Nguyen, Hai-Duong, et al.
Published: (2026)

A Proposed Large Language Model-Based Smart Search for Archive System
by: Nguyen, Ha Dung, et al.
Published: (2025)

Spectral Text Fusion: A Frequency-Aware Approach to Multimodal Time-Series Forecasting
by: Nguyen, Huu Hiep, et al.
Published: (2026)

A Weakly Supervised Data Labeling Framework for Machine Lexical Normalization in Vietnamese Social Media
by: Nguyen, Dung Ha, et al.
Published: (2024)

Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers
by: Nguyen, Thanh Son, et al.
Published: (2025)

Enhancing Student Learning with LLM-Generated Retrieval Practice Questions: An Empirical Study in Data Science Courses
by: An, Yuan, et al.
Published: (2025)