Natural Language Inference with Hierarchical BiLSTM Max Pooling Architecture. - Aarne Talman; Anssi Yli-Jyrä; Jörg Tiedemann (CoRR, 2018)

Neural Network Models for Natural Language Inference Fail to Capture the Semantics of Inference. - Aarne Talman; Stergios Chatzikyriakidis (CoRR, 2018)

Testing the Generalization Power of Neural Network Models across NLI Benchmarks. - Aarne Talman; Stergios Chatzikyriakidis (BlackboxNLP@ACL, 2019)

Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations. - Aarne Talman; Antti Suni; Hande Çelikkanat; Sofoklis Kakouros; Jörg Tiedemann; Martti Vainio (NODALIDA, 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 (WMT (2), 2019)

Sentence embeddings in NLI with iterative refinement encoders. - Aarne Talman; Anssi Yli-Jyrä; Jörg Tiedemann (Nat. Lang. Eng., 2019)

NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance. - Aarne Talman; Marianna Apidianaki; Stergios Chatzikyriakidis; Jörg Tiedemann (NoDaLiDa, 2021)

How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets. - Aarne Talman; Marianna Apidianaki; Stergios Chatzikyriakidis; Jörg Tiedemann (*SEM@NAACL-HLT, 2022)

Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging. - Aarne Talman; Hande Çelikkanat; Sami Virpioja; Markus Heinonen; Jörg Tiedemann (NoDaLiDa, 2023)

Overview of the "Voight-Kampff" Generative AI Authorship Verification Task at PAN and ELOQUENT 2024. - Janek Bevendorff; Matti Wiegmann; Jussi Karlgren; Luise Dürlich; Evangelia Gogoulou; Aarne Talman; Efstathios Stamatatos; Martin Potthast; Benno Stein 001 (CLEF (Working Notes), 2024)

Overview of ELOQUENT 2024 - Shared Tasks for Evaluating Generative Language Model Quality. - Jussi Karlgren; Luise Dürlich; Evangelia Gogoulou; Liane Guillou; Joakim Nivre; Magnus Sahlgren; Aarne Talman; Shorouq Zahra (CLEF (2), 2024)

ELOQUENT 2024 - Topical Quiz Task. - Jussi Karlgren; Aarne Talman (CLEF (Working Notes), 2024)

ELOQUENT 2024 - Robustness Task. - Magnus Sahlgren; Jussi Karlgren; Luise Dürlich; Evangelia Gogoulou; Aarne Talman; Shorouq Zahra (CLEF (Working Notes), 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 (ECIR (5), 2024)

Poro 34B and the Blessing of Multilinguality. - Risto Luukkonen; Jonathan Burdge; Elaine Zosa; Aarne Talman; Ville Komulainen; Väinö Hatanpää; Peter Sarlin; Sampo Pyysalo (CoRR, 2024)