← Search

Huacheng Song

3 accepted papers

2025

PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities

EMNLP 2025

Effectively resolving phonological ambiguities is crucial for robust natural language processing, as these ambiguities are pervasive in tasks ranging from speech-to-text, spelling correction, to offensive language detection. However, current Large Language Models (LLMs) frequently struggle to resolv

Cited by 0SourcePDFScholar
2024

A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations

EMNLP 2024finding

In this paper, we present a study on the impact of so-called multiword expressions (MWEs) and multiword named entities (NEs) on the performance of Chinese-English machine translation (MT) systems. Built on an extended version of the data from the WMT22 Metrics Shared Task (with extra labels of 9 typ…

2024

Benchmarking the Performance of Machine Translation Evaluation Metrics with Chinese Multiword Expressions

COLING 2024main

To investigate the impact of Multiword Expressions (MWEs) on the fine-grained performance of the state-of-the-art metrics for Machine Translation Evaluation (MTE), we conduct experiments on the WMT22 Metrics Shared Task dataset with a preliminary focus on the Chinese-to-English language pair. We fur…

Cited by 2SourcePDFScholar