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cs.CL2026
Entropy-Based Data Selection for Language Models
Hongming Li, Yang Liu, Chao Huang
Modern language models (LMs) increasingly require two critical resources: computational resources and data resources. Data selection techniques can effectively reduce the amount of…
cs.CL2024
Revisiting a Pain in the Neck: Semantic Phrase Processing Benchmark for Language Models
Yang Liu, Melissa Xiaohui Qin, Hongming Li +1
We introduce LexBench, a comprehensive evaluation suite enabled to test language models (LMs) on ten semantic phrase processing tasks. Unlike prior studies, it is the first work to…
cs.CL2023★ 1 cited
CCAE: A Corpus of Chinese-based Asian Englishes
Yang Liu, Melissa Xiaohui Qin, Long Wang +1
Language models have been foundations in various scenarios of NLP applications, but it has not been well applied in language variety studies, even for the most popular language lik…