About
I am currently working as a Machine Learning Engineer at the machine translation startup Textshuttle in Zürich, Switzerland.
I used to be a computer science graduate student at McGill University and Mila Quebec AI Institute in Montreal. During that time, I did research under the supervision of Jackie C. K. Cheung in collaboration with Microsoft Research on natural language understanding issues such as knowledge representation and common sense reasoning.
Before that, I studied cognitive science at Osnabrück University.
Publications
Akshatha Arodi*, Martin Pömsl*, Kaheer Suleman, Adam Trischler, Alexandra Olteanu, and Jackie Chi Kit Cheung (2023). The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Toronto, Canada: Association for Computational Linguistics. Nominated for a Best Paper Award. *Equal contribution. Code.
Martin Pömsl and Roman Lyapin (2020). CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations. In Proceedings of the Fourteenth Workshop on Semantic Evaluation. Barcelona (online): International Committee for Computational Linguistics, pp. 180–186. Code.
Theses
Martin Pömsl (2023). Evaluating the Integration of Pretrain-Time and Inference-Time Knowledge in LLM-based NLU Systems. Master Thesis. McGill University.
Martin Pömsl (2021). Extending Neural Temporal Tagging Systems with External Knowledge. Bachelor Thesis. Osnabrück University.