Michael Gunther
Michael Gunther has 2 papers in our library, in 2023–2024, most of them on Multilingual & cross-lingual NLP; often with Bo Wang, Georgios Mastrapas, Isabelle Mohr.
OpenAlex · ORCID · h-index 9 · 27 works · 578 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 240 times in our library · ⭐ Paper Stars ranking: #6652
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- jina-embeddings-v3: Multilingual Embeddings With Task LoRA (2024 · 109 citations)
General-purpose text embedding models often still need task-specific fine-tuning. LLM-based embedders, typically around 7B parameters, are expensive to deploy for small gains. The authors present jina-embeddings-v3, a 570M-parameter multilingual encoder built on XLM-RoBERTa, keeping its original tokenizer. They… - Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents (2023 · 75 citations)
Most open-source text embedding models inherit BERT's 512-token input limit. Long documents must therefore be truncated or split into chunks, which fragments their meaning and multiplies the number of vectors to store and search. The Jina AI team presents Jina Embeddings v2, an English embedding suite that accepts…
Co-authors here
- Bo Wang ×2
- Georgios Mastrapas ×2
- Isabelle Mohr ×2
- Mohammad Kalim Akram ×2
- Nan Wang ×2
- Saba Sturua ×2
- Feng Wang
- Han Xiao
- Markus Krimmel
Cited by
Updated
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