Jonas Waldendorf
Jonas Waldendorf has 2 papers in our library, in 2023–2026, most of them on Machine translation, Multilingual & cross-lingual NLP; often with Alexandra Birch, André F. T. Martins, Barry Haddow.
OpenAlex · h-index 2 · 10 works · 124 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 122 times in our library · ⭐ Paper Stars ranking: #5332
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Machine translation · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Hallucinations in Large Multilingual Translation Models (2023 · 244 citations)
Earlier studies of hallucinations in machine translation, meaning outputs that lose their connection to the source, looked almost only at small bilingual systems (under 100M parameters) for a single high-resource, English-centric pair. - Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps (2026)
SpeechLLMs sometimes produce fluent output that is not supported by the audio. Most existing ways to catch these hallucinations need reference transcripts, which are not available during deployment. The authors propose a reference-free detector that runs at inference time and reads the model's own attention maps.…
Co-authors here
- Alexandra Birch
- André F. T. Martins
- Barry Haddow
- Duarte M. Alves
- Evgenii Tsymbalov
- Nuno M. Guerreiro
- Pierre Colombo
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2023
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/jonas-waldendorf/