---
title: "Siyu Liang — papers of 2026 — 2 papers, the most cited first"
description: "Siyu Liang — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Siyu Liang — papers of 2026 — 2 papers, the most cited first

2 papers · [all years of Siyu Liang](https://md.research.elamur.ai/free/en/authors/siyu-liang/#years)

**[A Sociophonetic Analysis of Racial Bias in Commercial ASR Systems Using the Pacific Northwest English Corpus](https://md.research.elamur.ai/free/en/papers/scott-2026-sociophonetic-analysis-racial-bias-commercial/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Michael Scott, Siyu Liang, Alicia Wassink, et al.*2026*

**[The Limits of Data Scaling: Sub-token Utilization and Acoustic Saturation in Multilingual ASR](https://md.research.elamur.ai/free/en/papers/liang-2026-limits-data-scaling-sub-token/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Siyu Liang, Nicolas Ballier, Gina-Anne Levow, et al.*2026*