Elamur Research⌕
☰
home / authors / Subhabrata Dutta

Subhabrata Dutta

Subhabrata Dutta has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Evaluation & benchmarks; often with Iryna Gurevych, Eyke Hüllermeier, Frauke Kreuter.

3 papers in our library · 2023–2026

OpenAlex · ORCID · h-index 8 · 48 works · 247 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 60 times in our library · ⭐ Paper Stars ranking: #6956

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Technische Universität DarmstadtDarmstadt · Germany2024–2026 · 14 paperscurrent🔬Hessian Center for Artificial IntelligenceDarmstadt · Germany2025–2026 · 4 paperscurrent🔬National Research Center for Applied Cybersecurity ATHENEDarmstadt · Germany2026 · 1 papercurrent🎓Jadavpur UniversityKolkata · India2017–2023 · 17 papers🎓Indian Institute of Technology DelhiNew Delhi · India2023–2024 · 9 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksComputer Science · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksHistory and Philosophy of Science · 1 work

🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 workReasoning · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20251 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment (2023 · 82 citations)
    Large language models can perform in-context learning (ICL): they read a few labeled demonstrations in the prompt and predict a test label without any weight updates.
  2. Problem Solving Through Human–AI Preference-based Cooperation (2025 · 9 citations)
    Generative AI systems, including LLMs, vision-language models and code models, still struggle with complex expert-domain tasks.
  3. Reward Modeling for Scientific Writing Evaluation (2026)
    The paper tackles the automatic evaluation of scientific writing, where off-the-shelf LLM judges and general-purpose reward models tend to misapply task-specific criteria and rubrics and to make assumptions beyond them.

 Co-authors here

8 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 60 times (of the 149,439 papers whose bibliographies we read); 17 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/subhabrata-dutta/