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cs.CL2026
AuthBench: A Large-Scale Multilingual Benchmark for Authorship Representation across Genres and Lengths
MaoXun Huang, Zhenxing Zhang, Claire Cardie
Authorship signals matter in settings where writing style carries identity: digital forensics, plagiarism analysis, account linking, misinformation investigation, and machine-gener…
cs.CL2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding
Brian J Chan, MaoXun Huang, Jui-Hung Cheng +2
This work presents a novel trie (prefix-tree)-based parallel decoding method that addresses the memory inefficiency of batch-based beam search. By sharing a single KV cache across…