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Kaitong Yang

2 accepted papers

2025

TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution

COLING 2025main

The fine-tuning of Large Language Models (LLMs) specialized in code generation has seen notable advancements through the use of open-domain coding queries. Despite the successes, existing methodologies like Evol-Instruct encounter performance limitations, impeding further enhancements in code genera…

2024

Instruction Fusion: Advancing Prompt Evolution through Hybridization

ACL 2024long

The fine-tuning of Large Language Models (LLMs) specialized in code generation has seen notable advancements through the use of open-domain coding queries. Despite the successes, existing methodologies like Evol-Instruct encounter performance limitations, impeding further enhancements in code genera…