Cover Image

ES-KT-24: A Multimodal Knowledge Tracing Benchmark Dataset with Educational Game Playing Video and Synthetic Text Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Dohee, Lee, Unggi, Lee, Sookbun, Bae, Jiyeong, Ahn, Taekyung, Park, Jaekwon, Lee, Gunho, Kim, Hyeoncheol
Format:	Preprint
Published:	2024
Subjects:	Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task
by: Lee, Unggi, et al.
Published: (2024)

From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education
by: Lee, Unggi, et al.
Published: (2024)

How to Align Large Language Models for Teaching English? Designing and Developing LLM based-Chatbot for Teaching English Conversation in EFL, Findings and Limitations
by: Park, Jaekwon, et al.
Published: (2024)

Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark
by: Lee, Unggi, et al.
Published: (2025)

KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education
by: Kim, Woojin, et al.
Published: (2026)

ISD-Agent-Bench: A Comprehensive Benchmark for Evaluating LLM-based Instructional Design Agents
by: Jeon, YoungHoon, et al.
Published: (2026)

OpenLearnLM Benchmark: A Unified Framework for Evaluating Knowledge, Skill, and Attitude in Educational Large Language Models
by: Lee, Unggi, et al.
Published: (2026)

Exploring the Role of Automated Feedback in Programming Education: A Systematic Literature Review
by: Jung, Yeonji, et al.
Published: (2026)

Ensuring Reliability in Programming Knowledge Tracing: A Re-evaluation of Attention-augmented Models and Experimental Protocols
by: Kim, Jaewook, et al.
Published: (2026)

LLaVA-Docent: Instruction Tuning with Multimodal Large Language Model to Support Art Appreciation Education
by: Lee, Unggi, et al.
Published: (2024)

LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models
by: Park, Taekhyun, et al.
Published: (2026)

ACFormer: Mitigating Non-linearity with Auto Convolutional Encoder for Time Series Forecasting
by: Lee, Gawon, et al.
Published: (2026)

IConv: Focusing on Local Variation with Channel Independent Convolution for Multivariate Time Series Forecasting
by: Lee, Gawon, et al.
Published: (2025)

How Can Video Generative AI Transform K-12 Education? Examining Teachers' Perspectives through TPACK and TAM
by: Lee, Unggi, et al.
Published: (2025)

Evaluating LLMs for Police Decision-Making: A Framework Based on Police Action Scenarios
by: Lee, Sangyub, et al.
Published: (2026)

Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets
by: Kim, Woojin, et al.
Published: (2025)

Rewarding How Models Think Pedagogically: Integrating Pedagogical Reasoning and Thinking Rewards for LLMs in Education
by: Lee, Unggi, et al.
Published: (2026)

JustDense: Just using Dense instead of Sequence Mixer for Time Series analysis
by: Park, TaekHyun, et al.
Published: (2025)

A Training-Free Large Reasoning Model-based Knowledge Tracing Framework for Unified Prediction and Prescription
by: Lee, Unggi, et al.
Published: (2026)

FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables
by: Park, Gunho, et al.
Published: (2025)

LLMs Are Already Good Tutors: Training-Free Prompt Optimization for Pedagogical Math Tutoring
by: Lee, Unggi, et al.
Published: (2026)

RaDL: Relation-aware Disentangled Learning for Multi-Instance Text-to-Image Generation
by: Park, Geon, et al.
Published: (2025)

Class size and school gender composition
by: Jiyeong Lee
Published: (2025)

Smooth Model Predictive Path Integral Control without Smoothing
by: Kim, Taekyung, et al.
Published: (2021)

Long‐term forecasting of maritime economics index using time‐series decomposition and two‐stage attention
by: Dohee Kim, et al.
Published: (2024)

Counting models with excessive zeros ensuring stochastic monotonicity
by: Lee, Hyemin, et al.
Published: (2026)

I See You: Teacher Analytics with GPT-4 Vision-Powered Observational Assessment
by: Lee, Unggi, et al.
Published: (2024)

Echo-Teddy: Preliminary Design and Development of Large Language Model-based Social Robot for Autistic Students
by: Lee, Unggi, et al.
Published: (2025)

What Drives Bricolage? The Effects of Learning Orientation, Resource Constraints and Environmental Turbulence
by: Juyeon Lee, et al.
Published: (2026)

AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
by: Park, Gunho, et al.
Published: (2025)

FEATHer: Fourier-Efficient Adaptive Temporal Hierarchy Forecaster for Time-Series Forecasting
by: Lee, Jaehoon, et al.
Published: (2026)

An Inquiry into Datacenter TCO for LLM Inference with FP8
by: Kim, Jiwoo, et al.
Published: (2025)

Optimizing ROS 2 Communication for Wireless Robotic Systems
by: Lee, Sanghoon, et al.
Published: (2025)

ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models
by: Kim, Singon, et al.
Published: (2025)

AM-SORT: Adaptable Motion Predictor with Historical Trajectory Embedding for Multi-Object Tracking
by: Kim, Vitaliy, et al.
Published: (2024)

Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port
by: Sim, Sunghyun, et al.
Published: (2024)

Karma as Information Dynamics: A Thermodynamic Framework for Moral Causation — From Condensation to Dissipation
by: Lee, Taekyung
Published: (2026)

Acoustic Anomaly Detection on UAM Propeller Defect with Acoustic dataset for Crack of drone Propeller (ADCP)
by: Lee, Juho, et al.
Published: (2025)

SDS KoPub VDR: A Benchmark Dataset for Visual Document Retrieval in Korean Public Documents
by: Lee, Jaehoon, et al.
Published: (2025)

DiffBlender: Composable and Versatile Multimodal Text-to-Image Diffusion Models
by: Kim, Sungnyun, et al.
Published: (2023)