Education

A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ACL 2026 A Survey of Deep Learning for Geometry Problem Solving ACL 2026 Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise CoNLL 2026 Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring ACL 2026 CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development ACL 2026 CritiSense: Critical Digital Literacy and Resilience Against Misinformation ACL 2026 Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art ACL 2026 Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration ACL 2026 Difficulty-Controllable Cloze Question Distractor Generation ACL 2026 EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios ACL 2026 EduDiag: A Benchmark for Educational Diagnostic Reasoning with Error Tracing and Correction on Large Multimodal Models CVPR 2026 EDUMATH: Generating Standards-aligned Educational Math Word Problems ACL 2026 Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks ACL 2026 Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs ACL 2026 From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent ACL 2026 GAMED.AI: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation ACL 2026 How Hard is Math? Using Quantitative Metrics to Measure LLM Alignment to Human Intuitions of Difficulty ACL 2026 KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks ACL 2026 Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact ACL 2026 LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning ACL 2026 Let LLM Tutors Ask First: Proactive LLM-Based Tutoring at Scale in a 1,500-Student Online Classroom ACL 2026 LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring ACL 2026 MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics ACL 2026 MECH: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition ACL 2026 MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images ACL 2026