2 papers
cs.CL2026
AR-BENCH: Benchmarking Legal Reasoning with Judgment Error Detection, Classification and Correction
Yifei Li, Richong Zhang, Wanyu Tu +4
Legal judgments may contain errors due to the complexity of case circumstances and the abstract nature of legal concepts, while existing appellate review mechanisms face efficiency…
cs.LG2025
Large Language models for Time Series Analysis: Techniques, Applications, and Challenges
Feifei Shi, Xueyan Yin, Kang Wang +3
Time series analysis is pivotal in domains like financial forecasting and biomedical monitoring, yet traditional methods are constrained by limited nonlinear feature representation…