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cs.CL2025
Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion
Ziyao Xu, Houfeng Wang
To achieve generalized and robust natural-to-formal language conversion (N2F), large language models (LLMs) need to have strong capabilities of decomposition and composition in N2F…
cs.CL2024
SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation
Ziyao Xu, Houfeng Wang
Compositional generalization is an important ability of language models and has many different manifestations. For data-to-text generation, previous research on this ability is lim…