Aarne Talman

Visiting Researcher, University of Helsinki

Joined

May 2021

Names

Aarne Talman (Preferred)

Emails

****@helsinki.fi (Confirmed)

****@silo.ai (Confirmed)

****@basement.ai (Confirmed)

Personal Links

Career & Education History

Visiting Researcher

University of Helsinki (helsinki.fi)

2022 – Present

Head of R&D

Silo AI (silo.ai)

2022 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Jörg Tiedemann

2018 – 2024

PhD Advisor

Stergios Chatzikyriakidis

2018 – 2024

PhD Advisor

Anssi Yli-Jyrä

2018 – 2024

Expertise

Natural language inference

textual entailment

natural language understanding

Present

Machine translation

neural machine translation

Present

computational semantics

sentence-level semantics

Present

multi-lingual natural language processing

Present

Publications

Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging
Aarne Talman, Hande Celikkanat, Sami Virpioja, Markus Heinonen, Jörg Tiedemann
- Published: 20 Mar 2023, Last Modified: 04 May 2025
- NoDaLiDa 2023
- Readers: Everyone
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance
Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis, Jörg Tiedemann
- 2021 (modified: 15 Oct 2021)
- NoDaLiDa 2021
- Readers: Everyone
The University of Helsinki Submissions to the WMT19 News Translation Task
Aarne Talman, Umut Sulubacak, Raúl Vázquez, Yves Scherrer, Sami Virpioja, Alessandro Raganato, Arvi Hurskainen, Jörg Tiedemann
- 2019 (modified: 24 Mar 2026)
- WMT (2) 2019
- Readers: Everyone
Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations
Aarne Talman, Antti Suni, Hande Çelikkanat, Sofoklis Kakouros, Jörg Tiedemann, Martti Vainio
- 2019 (modified: 15 Oct 2021)
- NODALIDA 2019
- Readers: Everyone
Sentence embeddings in NLI with iterative refinement encoders
Aarne Talman, Anssi Yli-Jyrä, Jörg Tiedemann
- 2019 (modified: 15 Oct 2021)
- Nat. Lang. Eng. 2019
- Readers: Everyone
Testing the Generalization Power of Neural Network Models across NLI Benchmarks
Aarne Talman, Stergios Chatzikyriakidis
- 2019 (modified: 15 Oct 2021)
- BlackboxNLP@ACL 2019
- Readers: Everyone

Aarne Talman

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging

NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance

The University of Helsinki Submissions to the WMT19 News Translation Task

Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations

Sentence embeddings in NLI with iterative refinement encoders

Testing the Generalization Power of Neural Network Models across NLI Benchmarks

Co-Authors