Author

Li-Feng Han

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#natural language process... Preprint Jul 2026

MetaHOPE: A Metaphor-Oriented Evaluation Framework for Analysing MT and LLM Translation Errors

The MetaHOPE evaluation framework for metaphor translation annotation, the parallel corpora resources, and the error analysis on SOTA automatic translation models can be useful and shed some light for the field of metaphor translation study.

Jia-Hui Liang, Li-Feng Han · 1 citation

Preprint Aug 2026

Towards End-to-End Multilingual Metaphor Processing: Integrating Detection, Translation, and Evaluation

The proposed research will combine linguistic theory with recent advances in large language models to develop new datasets, annotation methodologies, evaluation benchmarks, and automatic evaluation approaches for metaphor-aware machine translation.

Jiahui Liang, Lifeng Han · 0 citations