Buchumschlag

Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Scaria, Nicy, Kennedy, Silvester John Joseph, Seth, Diksha, Thakur, Ananya, Subramani, Deepak
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Computation and Language Artificial Intelligence Computers and Society Databases
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Learning in Blocks: A Multi Agent Debate Assisted Personalized Adaptive Learning Framework for Language Learning
von: Scaria, Nicy, et al.
Veröffentlicht: (2026)

Sensitivity of Small Language Models to Fine-tuning Data Contamination
von: Scaria, Nicy, et al.
Veröffentlicht: (2025)

Can Small Language Models Learn, Unlearn, and Retain Noise Patterns?
von: Scaria, Nicy, et al.
Veröffentlicht: (2024)

Dissecting Physics Reasoning in Small Language Models: A Multi-Dimensional Analysis from an Educational Perspective
von: Scaria, Nicy, et al.
Veröffentlicht: (2025)

EvalYaks: Instruction Tuning Datasets and LoRA Fine-tuned Models for Automated Scoring of CEFR B2 Speaking Assessment Transcripts
von: Scaria, Nicy, et al.
Veröffentlicht: (2024)

Automated Educational Question Generation at Different Bloom's Skill Levels using Large Language Models: Strategies and Evaluation
von: Scaria, Nicy, et al.
Veröffentlicht: (2024)

Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation
von: Yang, Running, et al.
Veröffentlicht: (2025)

Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration
von: Yu, Han-Cheng, et al.
Veröffentlicht: (2024)

Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction
von: Lee, Yooseop, et al.
Veröffentlicht: (2025)

Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design
von: Guo, Xu, et al.
Veröffentlicht: (2026)

Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service
von: Potdar, Saloni, et al.
Veröffentlicht: (2025)

DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking
von: Cavusoglu, Devrim, et al.
Veröffentlicht: (2024)

A Novel Approach to Translate Structural Aggregation Queries to MapReduce Code
von: Abdelmoniem, Ahmed M., et al.
Veröffentlicht: (2025)

STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases
von: Maddela, Mounica, et al.
Veröffentlicht: (2025)

Evaluating the Quality of Open Building Datasets for Mapping Urban Inequality: A Comparative Analysis Across 5 Cities
von: Okyere, Franz, et al.
Veröffentlicht: (2025)

Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
von: Liu, Shuqi, et al.
Veröffentlicht: (2025)

Who is Responsible When AI Fails? Mapping Causes, Entities, and Consequences of AI Privacy and Ethical Incidents
von: Hadan, Hilda, et al.
Veröffentlicht: (2025)

SCARE: A Benchmark for SQL Correction and Question Answerability Classification for Reliable EHR Question Answering
von: Lee, Gyubok, et al.
Veröffentlicht: (2025)

Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets
von: Pan, Jiqun, et al.
Veröffentlicht: (2025)

Multi-hop Question Answering over Knowledge Graphs using Large Language Models
von: Chakraborty, Abir
Veröffentlicht: (2024)

Q-NL Verifier: Leveraging Synthetic Data for Robust Knowledge Graph Question Answering
von: Schwabe, Tim, et al.
Veröffentlicht: (2025)

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
von: Abdallah, Hussein, et al.
Veröffentlicht: (2026)

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval
von: Bui, Chi Minh, et al.
Veröffentlicht: (2025)

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
von: Luo, Haoran, et al.
Veröffentlicht: (2025)

RouterKGQA: Specialized--General Model Routing for Constraint-Aware Knowledge Graph Question Answering
von: Yuan, Bo, et al.
Veröffentlicht: (2026)

Accurate Table Question Answering with Accessible LLMs
von: Jiang, Yangfan, et al.
Veröffentlicht: (2026)

Path-Constrained Retrieval: A Structural Approach to Reliable LLM Agent Reasoning Through Graph-Scoped Semantic Search
von: Oladokun, Joseph
Veröffentlicht: (2025)

Language and Knowledge Representation: A Stratified Approach
von: Bagchi, Mayukh
Veröffentlicht: (2025)

$R^3$-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL
von: Zhou, Yuhang, et al.
Veröffentlicht: (2023)

Knowledge Distillation with Structured Chain-of-Thought for Text-to-SQL
von: Thaker, Khushboo, et al.
Veröffentlicht: (2025)

TCM-Ladder: A Benchmark for Multimodal Question Answering on Traditional Chinese Medicine
von: Xie, Jiacheng, et al.
Veröffentlicht: (2025)

MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
von: Lin, Teng, et al.
Veröffentlicht: (2025)

Data Quality Taxonomy for Data Monetization
von: Vyhmeister, Eduardo, et al.
Veröffentlicht: (2025)

Distractor Generation in Multiple-Choice Tasks: A Survey of Methods, Datasets, and Evaluation
von: Alhazmi, Elaf, et al.
Veröffentlicht: (2024)

Effectiveness of Prompt Optimization in NL2SQL Systems
von: Gurajada, Sairam, et al.
Veröffentlicht: (2025)

Embarrassingly Simple Unsupervised Aspect Based Sentiment Tuple Extraction
von: Scaria, Kevin, et al.
Veröffentlicht: (2024)

Evaluating the Impact Of Spatial Features Of Mobility Data and Index Choice On Database Performance
von: Rese, Tim C., et al.
Veröffentlicht: (2025)

T-KAER: Transparency-enhanced Knowledge-Augmented Entity Resolution Framework
von: Li, Lan, et al.
Veröffentlicht: (2024)

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs
von: Yang, Zhantao, et al.
Veröffentlicht: (2024)

LLMpedia: A Transparent Framework to Materialize an LLM's Encyclopedic Knowledge at Scale
von: Saeed, Muhammed, et al.
Veröffentlicht: (2026)