--- title: "Meizhu Liu · University of Florida — author profile and papers" description: "Meizhu Liu, University of Florida: 2 papers on Elamur Research (2026), h-index 14 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/meizhu-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/meizhu-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Meizhu Liu # Meizhu Liu Meizhu Liu has 2 papers in our library, in 2026, most of them on [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Tao Sheng](https://md.research.elamur.ai/free/en/authors/tao-sheng/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5016087081) · [ORCID](https://orcid.org/0000-0002-5789-7504) · [**h-index 14**](https://openalex.org/authors/A5016087081) · [46 works](https://openalex.org/works?filter=author.id:A5016087081) · [846 citations](https://openalex.org/works?filter=author.id:A5016087081&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/meizhu-liu/#papers) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11612](https://md.research.elamur.ai/free/en/paper-stars/page/117/#star-11612) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Meizhu+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Meizhu+Liu) · [dblp](https://dblp.org/search?q=Meizhu+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Meizhu+Liu) ## Affiliations [🎓**University of Florida** Gainesville · United States 2009–2026 · 20 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-florida/) · [🏢**Yahoo** Sunnyvale · United States 2014–2020 · 8 papers](https://md.research.elamur.ai/free/en/companies/yahoo/) · [🏢**Siemens** Princeton · United States 2012–2014 · 4 papers](https://ror.org/04axb7e79) · [🏢**Sorrento Therapeutics** San Diego · United States 2022–2023 · 2 papers](https://ror.org/01bqy5z80) · [🏢**Siemens Healthcare** Malvern · United States 2011 · 2 papers](https://ror.org/054962n91) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 2 Research subjects and languages the work is about.[Speech & spoken language · 2 works](https://md.research.elamur.ai/free/en/topics/speech/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/meizhu-liu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation](https://md.research.elamur.ai/free/en/papers/liu-2026-synthetic-doctor-patient-dialogue-generation/)** *(2026 · 1 citation)* General-purpose speech recognizers such as Whisper make many errors on clinical speech, particularly on drug names. Real annotated medical audio is scarce because of privacy rules and the cost of labeling. Liu and Liu address this with a fully synthetic data pipeline that needs no real patient recordings. 2. **[No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR](https://md.research.elamur.ai/free/en/papers/liu-2026-no-label-no-problem-unsupervised/)** *(2026)* Medical speech recognition often fails on drug names, disease terms and other specialist vocabulary. The difficulty grows with accents, noisy clinical rooms and a steady stream of new terminology. Labeled clinical audio is expensive, needs expert annotators and is limited by privacy rules. The authors present MeSR… ## All works 5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation](https://md.research.elamur.ai/free/en/papers/liu-2026-synthetic-doctor-patient-dialogue-generation/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Kefei Liu, Meizhu Liu*2026 · 1 citation* 2. **[No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR](https://md.research.elamur.ai/free/en/papers/liu-2026-no-label-no-problem-unsupervised/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Meizhu Liu, Tao Sheng*2026* 3. **[Do Image–Text Metrics Respect Semantic Invariances? ↗](https://aclanthology.org/2026.findings-acl.1948/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Amit Agarwal et al.*2026* 4. **[Think Twice Before You Write — an Entropy-based Decoding Strategy to Enhance LLM Reasoning ↗](https://arxiv.org/abs/2604.00018) arXiv (Cornell University) · no summary yet**Jiashu He et al.*2026* 5. **[Robust Audio-Text Retrieval via Cross-Modal Attention and Hybrid Loss ↗](https://arxiv.org/abs/2604.23323) arXiv (Cornell University) · no summary yet**Meizhu Liu et al.*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Tao Sheng](https://md.research.elamur.ai/free/en/authors/tao-sheng/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/) ×2: [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ×2 - Findings of the Association for Computational Linguistics: ACL 2026 Updated 1 November 2026