3 papers
cs.AI2025
Improving LLMs' Generalized Reasoning Abilities by Graph Problems
Qifan Zhang, Nuo Chen, Zehua Li +3
Large Language Models (LLMs) have made remarkable strides in reasoning tasks, yet their performance often falters on novel and complex problems. Domain-specific continued pretraini…
math.NT2025
Exceptional extensions of local fields and the Carlitz--Wan conjecture
Zhiguo Ding, Wei Xiong, Qifan Zhang
For any prime power , a polynomial $f(X)\in\F_q[X]$ is ``exceptional'' if it induces bijections of $\F_{q^k}$ for infinitely many ; this condition is known to be equivalent t…
cs.AI2025
R: A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs
Zefeng Lin, Yi Xiao, Zhiqiang Mo +8
Automatically adapting novels into screenplays is important for the TV, film, or opera industries to promote products with low costs. The strong performances of large language mode…