I am a staff research scientist at DeepMind. My research interests are in machine learning and natural language processing.
I received my PhD from Carnegie Mellon University where I was advised by Noah Smith as a member of Noah's ARK.
Prior to CMU, I was a Monbukagakusho (文部科学省) fellow at the University of Tokyo in Tanaka-Ishii's Lab. I grew up in Indonesia and went to Institut Teknologi Bandung.
Contact: dyogatama@deepmind.com.
Google Scholar, Twitter.
News:
- January 2021: An article on semiparametric language models has been accepted to Transactions of the Association for Computational Linguistics
.
- January 2021: A paper on random feature attention has been accepted to ICLR 2021 as a spotlight presentation.
- November 2020: I gave invited talks at NYU and Cambridge on Semiparametric Language Models (video).
- July 2020: I gave an invited talk at ICML 2020 Retrospectives Workshop on Retrospectives on Learning Language Representations.
- April 2020: A paper on the cross-lingual transferability of monolingual representations and a position paper on unsupervised cross-lingual learning have been accepted to ACL 2020.
- February 2020: A new preprint on modeling latent skills for multitask language generation.
- December 2019: A paper on an information theoretic perspective of language representation learning has been accepted to ICLR 2020 as a spotlight presentation.
- December 2019: Flying to NeurIPS 2019. Check out our episodic memory paper!
- October 2019: AlphaStar in Nature!
Service:
- Action editor: TACL (2020-2022).
- Tutorial chair: ACML 2021.
- Virtual infrastructure chair: EMNLP 2021.
- Area chair: ICLR 2022, NeurIPS 2021, ICML 2021, ACL 2021, EMNLP 2021, ICLR 2021, NeurIPS 2020, EMNLP 2020, ICML 2020, ACL 2020, ICLR 2020.
Interns and Student Collaborators:
- Paul Pu Liang, PhD student, Carnegie Mellon University (Summer 2021, intern).
- Paul Michel, PhD student, Carnegie Mellon University (Spring 2021, intern).
- Qi Liu, PhD student, University of Oxford (Spring 2021, intern).
- Devendra Sachan, PhD student, MILA/McGill University (Spring 2021, student collaborator).
- Hao Peng, PhD student, University of Washington (Fall 2020, intern).
- Mikel Artetxe, PhD student, University of the Basque Country (Summer 2019, intern).
- Jean Maillard, PhD student, University of Cambridge (Summer 2017, student collaborator).
- Yishu Miao, PhD student, University of Oxford (Summer 2017, intern).
Save