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Yingqiang Gao

6 accepted papers

2026

Variational Low-Rank Adaptation for Personalized Impaired Speech Recognition

ICASSP 2026poster

Speech impairments resulting from congenital disorders, such as cerebral palsy, down syndrome, or apert syndrome, as well as acquired brain injuries due to stroke, traumatic accidents, or tumors, present major challenges to automatic speech recognition (ASR) systems. Despite recent advancements, sta…

Cited by 0SourcePDFScholar
2025

Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies

NAACL 2025findings

Audio descriptions (ADs) function as acoustic commentaries designed to assist blind persons and persons with visual impairments in accessing digital media content on television and in movies, among other settings. As an accessibility service typically provided by trained AD professionals, the genera…

Cited by 2SourcePDFScholar
2025

ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords

ACL 2025long

Lexical borrowing, the adoption of words from one language into another, is a ubiquitous linguistic phenomenon influenced by geopolitical, societal, and technological factors. This paper introduces ConLoan–a novel contrastive dataset comprising sentences with and without loanwords across 10 language…

2025

SwiLTra-Bench: The Swiss Legal Translation Benchmark

ACL 2025long

In Switzerland legal translation is uniquely important due to the country’s four official languages and requirements for multilingual legal documentation. However, this process traditionally relies on professionals who must be both legal experts and skilled translators—creating bottlenecks and impac…

2025

SwissADT: An Audio Description Translation System for Swiss Languages

NAACL 2025industry

Audio description (AD) is a crucial accessibility service provided to blind persons and persons with visual impairment, designed to convey visual information in acoustic form. Despite recent advancements in multilingual machine translation research, the lack of well-crafted and time-synchronized AD…

Cited by 3SourcePDFScholar
2023

GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information

EMNLP 2023long main

The abstracts of scientific papers typically contain both premises (e.g., background and observations) and conclusions. Although conclusion sentences are highlighted in structured abstracts, in non-structured abstracts the concluding information is not explicitly marked, which makes the automatic s…

Cited by 0SourceScholar