Hengchao Shang

Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation

2024 · arXiv (Cornell University)

This report outlines our approach for the WMT24 Discourse-Level Literary Translation Task, focusing on the Chinese-English language pair in the Constrained Track. Translating literary texts poses significant challenges due to the nuanced meanings, idiomatic expressions, …

M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models

2024 · arXiv (Cornell University)

With the widespread application of Large Language Models (LLMs) in the field of Natural Language Processing (NLP), enhancing their performance has become a research hotspot. This paper presents a novel multi-prompt ensemble decoding approach designed …