Publications

Marcell Fekete, Johannes Bjerva (2025). Linguistically Grounded Analysis of Language Models using Shapley Head Values. In NAACL Findings.

PDF Cite

Yiyi Chen, Qiongxiu Li, Russa Biswas, Johannes Bjerva (2024). Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis. AAAI.

PDF Cite Code

Marcell Fekete, Ernests Lavrinovics, Nathaniel Romney Robinson, Heather Lent, Raj Dabre, Johannes Bjerva (2024). Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT. In MRL.

PDF Cite

Pieter Fivez, Walter Daelemans, Tim Van De Cruys, Yury Kashnitsky, Savvas Chamezopoulos, Hadi Mohammadi, Anastasia Giachanou, Ayoub Bagheri, Wessel Poelman, Juraj Vladika, Esther Ploeger, Johannes Bjerva, Florian Matthes, Hans Van Halteren (2024). The CLIN33 Shared Task on the Detection of Text Generated by Large Language Models. CLIN33.

PDF Cite

Esther Ploeger, Wessel Poelman, Miryam De Lhoneux, Johannes Bjerva (2024). What is “Typological Diversity” in NLP?. EMNLP.

PDF Cite Code

Heather Lent, Kushal Tatariya, Raj Dabre, Yiyi Chen, Marcell Fekete, Esther Ploeger, Li Zhou, Ruth-Ann Armstrong, Abee Eijansantos, Catriona Malau, Hans Heje, Ernests Lavrinovics, Diptesh Kanojia, Paul Belony, Marcel Bollmann, Loïc Grobol, Miryam De Lhoneux, Daniel Hershcovich, Michel DeGraff, Anders Søgaard, Johannes Bjerva (2024). CreoleVal: Multilingual Multitask Benchmarks for Creoles. In TACL.

PDF Cite Code

Mike Zhang, Euan D. Lindsay, Frederik Bode Thorbensen, Danny Bøgsted Poulsen, Johannes Bjerva (2024). Leveraging Large Language Models for Actionable Course Evaluation Student Feedback to Lecturers. In SEFI.

PDF Cite

Yiyi Chen, Russa Biswas, Heather Lent, Johannes Bjerva (2024). Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks. ArXiv.

PDF Cite

Yiyi Chen, Heather Lent, Johannes Bjerva (2024). Text Embedding Inversion Security for Multilingual Language Models. ACL.

PDF Cite Code

Euan D. Lindsay, Mike Zhang, Aditya Johri, Johannes Bjerva (2024). The Responsible Development of Automated Student Feedback with Generative AI. ArXiv.

PDF Cite

Esther Ploeger, Wessel Poelman, Andreas Holck Høeg-Petersen, Anders Schlichtkrull, Miryam De Lhoneux, Johannes Bjerva (2024). A Principled Framework for Evaluating on Typologically Diverse Languages. ArXiv.

PDF Cite Code

Kushal Tatariya, Heather Lent, Johannes Bjerva, Miryam De Lhoneux (2024). Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification. SIGTYP.

PDF Cite

Emi Baylor, Esther Ploeger, Johannes Bjerva (2024). Multilingual Gradient Word-Order Typology from Universal Dependencies. In EACL.

PDF Cite

Wessel Poelman, Esther Ploeger, Miryam De Lhoneux, Johannes Bjerva (2024). A Call for Consistency in Reporting Typological Diversity. In SIGTYP.

PDF Cite

Yiyi Chen, Johannes Bjerva (2024). Patterns of Persistence and Diffusibility across World's Languages. ArXiv.

PDF Cite

Marcell Fekete, Johannes Bjerva, Lisa Beinborn (2023). Typological Challenges for the Application of Multilingual Language Models in the Digital Humanities. In Multilingual Digital Humanities.

PDF Cite

Emi Baylor, Esther Ploeger, Johannes Bjerva (2023). The Past, Present, and Future of Typological Databases in NLP. In EMNLP Findings.

PDF Cite

Johannes Bjerva (2023). The Role of Typological Feature Prediction in NLP and Linguistics. In CL.

PDF Cite

Yiyi Chen, Johannes Bjerva (2023). Patterns of Closeness and Abstractness in Colexifications: The Case of Indigineous Languages in the Americas. In SIGMORPHON.

PDF Cite

Yiyi Chen, Johannes Bjerva (2023). Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectiveness. In SIGMORPHON.

PDF Cite Code

Yiyi Chen, Russa Biswas, Johannes Bjerva (2023). Colex2Lang: Language Embeddings from Semantic Typology. In NoDaLiDa.

PDF Cite

Marcell Fekete, Johannes Bjerva (2023). Gradual Language Model Adaptation Using Fine-Grained Typology. In SIGTYP.

PDF Cite