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A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
Mathematical reasoning, a core aspect of human cognition, is vital across many domains,
from educational problem-solving to scientific advancements. As artificial general …
from educational problem-solving to scientific advancements. As artificial general …
Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis
Cognitive Diagnosis Models (CDMs) are designed to assess students' cognitive states by
analyzing their performance across a series of exercises. However, existing CDMs often …
analyzing their performance across a series of exercises. However, existing CDMs often …
Comprehend Then Predict: Prompting Large Language Models for Recommendation with Semantic and Collaborative Data
Recommender systems primarily utilize user-item interactions (ie, collaborative information)
and auxiliary textual information (ie, semantic information) to infer user preferences and …
and auxiliary textual information (ie, semantic information) to infer user preferences and …