Aarne Talman

According to our database, Aarne Talman authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality.

Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Liane Guillou, Joakim Nivre, Magnus Sahlgren, Aarne Talman

Proceedings of the Advances in Information Retrieval, 2024

2023

Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging.

Aarne Talman, Hande Çelikkanat, Sami Virpioja, Markus Heinonen, Jörg Tiedemann

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

2022

How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets.

Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis, Jörg Tiedemann

Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022

2021

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

Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis, Jörg Tiedemann

Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021

2019

Sentence embeddings in NLI with iterative refinement encoders.

Aarne Talman, Anssi Yli-Jyrä, Jörg Tiedemann

Nat. Lang. Eng., 2019

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

Proceedings of the Fourth Conference on Machine Translation, 2019

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

Aarne Talman, Antti Suni, Hande Çelikkanat, Sofoklis Kakouros, Jörg Tiedemann, Martti Vainio

Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa 2019, Turku, Finland, September 30, 2019

Testing the Generalization Power of Neural Network Models across NLI Benchmarks.

Aarne Talman, Stergios Chatzikyriakidis

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

2018

Neural Network Models for Natural Language Inference Fail to Capture the Semantics of Inference.

Aarne Talman, Stergios Chatzikyriakidis

CoRR, 2018

Natural Language Inference with Hierarchical BiLSTM Max Pooling Architecture.

Aarne Talman, Anssi Yli-Jyrä, Jörg Tiedemann

CoRR, 2018