educational data

EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems AAAI 2026 A Survey on Automated Distractor Evaluation in Multiple-Choice Tasks ACL 2025 From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025 Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions EMNLP 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction COLING 2024 Scalable Early Childhood Reading Performance Prediction NeurIPS 2024 The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education NAACL 2024 SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts ACL 2023 XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information NeurIPS 2023 KHANQ: A Dataset for Generating Deep Questions in Education COLING 2022 Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data EMNLP 2021 Interventions Recommendation: Professionals’ Observations Analysis in Special Needs Education EACL 2021 Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020 Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019 Dealbreaker: A Nonlinear Latent Variable Model for Educational Data ICML 2016 Deep Knowledge Tracing NeurIPS 2015