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cs.CL2026

A Survey of Large Models in Sports

Yichen Xu, Jianzhe Ma, Chuhan Wang +4

Sports have witnessed growing global enthusiasm in recent years, serving as a vital force for physical health, cultural exchange, social connection, and economic growth. The rapid…

cs.CL2025

Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction

Zhaopei Huang, Qifeng Dai, Guozheng Wu +7

With the rise of smart personal devices, service-oriented human-agent interactions have become increasingly prevalent. This trend highlights the need for personalized dialogue assi…

cs.CL2025

POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering

Yichen Xu, Liangyu Chen, Liang Zhang +3

Charts are a universally adopted medium for data communication, yet existing chart understanding benchmarks are overwhelmingly English-centric, limiting their accessibility and rel…

cs.CL2025

A Survey of Deep Learning for Geometry Problem Solving

Jianzhe Ma, Wenxuan Wang, Qin Jin

Geometry problem solving, a crucial aspect of mathematical reasoning, is vital across various domains, including education, the assessment of AI's mathematical abilities, and multi…

cs.CL2025

IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems

Xinjie Zhang, Wenxuan Wang, Qin Jin

In emotional support conversations, unclear intentions can lead supporters to employ inappropriate strategies, inadvertently imposing their expectations or solutions on the seeker.…