Nikolay Banar
Nikolay Banar has 4 papers in our library, in 2025–2026, most of them on Evaluation & benchmarks, Legal AI, Information retrieval & search; often with Ehsan Lotfi, Walter Daelemans, Jens Van Nooten.
OpenAlex · ORCID · h-index 6 · 20 works · 214 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 12 times in our library · ⭐ Paper Stars ranking: #10880
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksInformation Systems · 4 worksLanguage and Linguistics · 4 worksSocial Sciences · 2 worksPolitical Science and International Relations · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 6Research subjects and languages the work is about.Information retrieval & search · 2 worksEvaluation & benchmarks · 2 worksLegal AI · 2 worksMultilingual & cross-lingual NLP · 1 workFrench · 1 workQuestion answering · 1 work
Works by year
2020s
Papers
- Bilingual BSARD: Extending Statutory Article Retrieval to Dutch (2025 · 5 citations)
The paper addresses the lack of a Dutch benchmark for statutory article retrieval in multilingual jurisdictions such as Belgium. - MTEB-NL and E5-NL: Embedding Benchmark and Models for Dutch (2026 · 4 citations)
Dutch has only a small share of the data inside multilingual embedding resources, and it had no broad benchmark or strong dedicated embedding models. - BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language (2025 · 3 citations)
BEIR is the standard benchmark for zero-shot retrieval, but it contains only English, which leaves languages like Dutch with no comparable test suite. - bLLeQA: Benchmarking LLMs for Grounded Legal Question-Answering in French and Dutch (2026)
Legal question-answering tools could make the law easier to reach for ordinary people. However, evaluation data for retrieval-augmented generation (RAG) in civil-law settings and smaller languages such as Dutch is rare. The authors extend the French LLeQA dataset into bLLeQA, a parallel French–Dutch benchmark built…
Co-authors here
Venues
- Workshop on Building and Using Comparable Corpora (BUCC): BUCC 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Workshop on Towards Knowledgeable Foundation Models: Workshop on Towards Knowledgeable Foundation Models 2026
- Proceedings of the 1st Regulatory NLP Workshop (RegNLP 2025)
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