Eric Malmi

Eric Malmi

Senior Research Scientist

Google

Biography

I’m a Research Scientist 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). EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start. arXiv preprint arXiv:2205.12209.

(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.

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(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.

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(2020). Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders. Proceedings of the 13th International Conference on Natural Language Generation.

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(2020). FELIX: Flexible Text Editing Through Tagging and Insertion. Findings of the Association for Computational Linguistics: EMNLP 2020.

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