--- title: "Sadiya Sayara Chowdhury Puspo — author profile and papers" description: "Sadiya Sayara Chowdhury Puspo, George Mason University: 3 papers on Elamur Research (2026), h-index 4 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/sadiya-sayara-chowdhury-puspo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sadiya-sayara-chowdhury-puspo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sadiya Sayara Chowdhury Puspo # Sadiya Sayara Chowdhury Puspo Sadiya Sayara Chowdhury Puspo has 3 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/); often with [Marcos Zampieri](https://md.research.elamur.ai/free/en/authors/marcos-zampieri/), [Ana-Maria Bucur](https://md.research.elamur.ai/free/en/authors/ana-maria-bucur/), [Özlem Uzuner](https://md.research.elamur.ai/free/en/authors/ozlem-uzuner/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5049236106) · [**h-index 4**](https://openalex.org/authors/A5049236106) · [35 works](https://openalex.org/works?filter=author.id:A5049236106) · [31 citations](https://openalex.org/works?filter=author.id:A5049236106&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/sadiya-sayara-chowdhury-puspo/#papers) · [🔗 Cited 5 times in our library](https://md.research.elamur.ai/free/en/authors/sadiya-sayara-chowdhury-puspo/cited-by/) · [⭐ Paper Stars ranking: #10368](https://md.research.elamur.ai/free/en/paper-stars/page/104/#star-10368) 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=Sadiya+Sayara+Chowdhury+Puspo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sadiya+Sayara+Chowdhury+Puspo) · [dblp](https://dblp.org/search?q=Sadiya+Sayara+Chowdhury+Puspo) · [ACL Anthology](https://aclanthology.org/search/?q=Sadiya+Sayara+Chowdhury+Puspo) ## Affiliations [🎓**George Mason University** Fairfax · United States 2023–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/universities/george-mason-university/) 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 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Social Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/sadiya-sayara-chowdhury-puspo/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Large Language Models for Mental Health: A Multilingual Evaluation](https://md.research.elamur.ai/free/en/papers/raihan-2026-large-language-models-mental-health/)** *(2026 · 4 citations)* Most work on LLMs for mental health text uses English data, so it is unclear how these models perform on languages other than English. 2. **[Mental Health Disorder Detection beyond Social Media: A Systematic Review of Available Datasets](https://md.research.elamur.ai/free/en/papers/puspo-2026-mental-health-disorder-detection-beyond/)** *(2026 · 2 citations)* Most NLP work on automatically detecting mental health disorders is built on social media posts. That data has known problems: skewed user demographics, self-selection of people who discuss their condition openly, consent and privacy issues, and shrinking API access. This paper asks what free-text alternatives exist… 3. **[On the Role of Context in LLM Alignment to Mental Health Counseling Competencies](https://md.research.elamur.ai/free/en/papers/puspo-2026-role-context-llm-alignment-mental/)** *(2026)* Large language models can reach passing scores on mental health counseling exams. This paper asks whether those scores come from reasoning about the individual patient or from general symptom-to-diagnosis associations. The authors test LLaMA-3-8B-Instruct, LLaMA-3-70B-Instruct and the medically tuned OpenBioLLM-70B… ## Co-authors here 5 co-authors with a page, the most papers together first. - [Marcos Zampieri](https://md.research.elamur.ai/free/en/authors/marcos-zampieri/) ×3 - [Ana-Maria Bucur](https://md.research.elamur.ai/free/en/authors/ana-maria-bucur/) ×2 - [Özlem Uzuner](https://md.research.elamur.ai/free/en/authors/ozlem-uzuner/) ×2 - [Stevie Chancellor](https://md.research.elamur.ai/free/en/authors/stevie-chancellor/) ×2 - [Nishat Raihan](https://md.research.elamur.ai/free/en/authors/nishat-raihan/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Workshop on Computational Linguistics and Clinical Psychology](https://md.research.elamur.ai/free/en/venues/clpsych/): [Workshop on Computational Linguistics and Clinical Psychology 2026](https://md.research.elamur.ai/free/en/venues/clpsych/2026/) - [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/): [Workshop on Language Models for Low-Resource Languages 2026](https://md.research.elamur.ai/free/en/venues/loreslm/2026/) - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) ## Cited by Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/sadiya-sayara-chowdhury-puspo/cited-by/). Updated 1 November 2026