M. Huang
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View article: Redefining Simplicity: Benchmarking Large Language Models from Lexical to Document Simplification
Redefining Simplicity: Benchmarking Large Language Models from Lexical to Document Simplification Open
Text simplification (TS) refers to the process of reducing the complexity of a text while retaining its original meaning and key information. Existing work only shows that large language models (LLMs) have outperformed supervised non-LLM-b…
View article: New Evaluation Paradigm for Lexical Simplification
New Evaluation Paradigm for Lexical Simplification Open
Lexical Simplification (LS) methods use a three-step pipeline: complex word identification, substitute generation, and substitute ranking, each with separate evaluation datasets. We found large language models (LLMs) can simplify sentences…
View article: A global invariant and Hasse invariants at finite or real primes
A global invariant and Hasse invariants at finite or real primes Open
In their 2019 paper, Lee and Park presented a formula for the arithmetic Chern–Simons invariant. This formula gives a relation between this invariant and the local Hasse invariants at certain finite primes. Given a number field having real…