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Yixiao Wu

2 accepted papers

2024

Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey

ACL 2024long

Large Language Models (LLMs) demonstrate significant value in domain-specific applications, benefiting from their fundamental capabilities. Nevertheless, it is still unclear which fundamental capabilities contribute to success in specific domains. Moreover, the existing benchmark-based evaluation ca…

Cited by 4SourcePDFScholar
2024

PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer

EMNLP 2024finding

Language style is necessary for AI systems to accurately understand and generate diverse human language. However, previous text style transfer primarily focused on sentence-level data-driven approaches, limiting exploration of potential problems in large language models (LLMs) and the ability to mee…