Eric Malmi
Senior Research Scientist
Biography
I’m a Research Scientist and Tech Lead Manager at Google Zürich, working on Natural Language Generation. Before joining Google, I did my PhD at Aalto University under the supervision of prof. Aris Gionis. In my dissertation, I developed machine learning and data mining methods for linking historical population records and for inferring large family trees.
You can read more about other (side) projects I did during my PhD from my old blog: mining4meaning.com
Interests
- Natural Language Processing
- Machine Learning and Data Mining
- Computational Social Science
Education
PhD in Computer Science, 2018
Aalto University
MSc in Computer Science, 2013
Aalto University
Publications
(2022).
Text Generation with Text-Editing Models.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts.
(2022).
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start.
Findings of EMNLP 2022.
(2022).
Teaching small language models to reason.
arXiv preprint arXiv:2212.08410.
(2021).
A Simple Recipe for Multilingual Grammatical Error Correction.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing.
(2021).
Controlled Text Generation as Continuous Optimization with Multiple Constraints.
Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021.