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Artificial Intelligence › Core AI ›

Education

44 papers

Papers per year

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37

Papers

Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors ACL 2026

LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning ACL 2026

Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring ACL 2026

SHAPE: Unifying Safety, Helpfulness and Pedagogy for Educational LLMs ACL 2026

MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics ACL 2026

CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development ACL 2026

Difficulty-Controllable Cloze Question Distractor Generation ACL 2026

Your Students Don’t Use LLMs Like You Wish They Did ACL 2026

Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction ACL 2026

EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios ACL 2026

MECH: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition ACL 2026

MicroC-KT: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge Tracing ACL 2026

A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ACL 2026

From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent ACL 2026

LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring ACL 2026

Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks ACL 2026

SimPBL: A Multi-Agent Framework for Project-Based Learning ACL 2026

A Survey of Deep Learning for Geometry Problem Solving ACL 2026

KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks ACL 2026

MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images ACL 2026

Simulated Students in Tutoring Dialogues: Substance or Illusion? ACL 2026

EDUMATH: Generating Standards-aligned Educational Math Word Problems ACL 2026

Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art ACL 2026

Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact ACL 2026

Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation ACL 2026