Research
Publications
Category
Research Area
Year
-
DiffusER: Diffusion via Edit-based Reconstruction
Machel Reid, Vincent Josua Hellendoorn, Graham Neubig
International Conference on Learning Representations (ICLR2023)
-
Whole Brain Architecture Approach for AGI development
Hiroshi Yamakawa
Japan AI Alignment Conference
-
Life revolution and Digital sapience
Hiroshi Yamakawa, Yutaka Matsuo
Japan AI Alignment Conference
-
Investigating the anatomy and computational models of the cerebral cortex
Yoshimasa Tawatsuji, Yudai Suzuki, Hiroshi Yamakawa
The 1st International Symposium of “Biology of Behavior Change”
-
Design Methodology for Information Processing Architecture Learned from the Brain
Hiroshi Yamakawa
3rd International Symposium & Young Investigator Symposium on Brain Information Dynamics
-
Langevin Autoencoders for Learning Deep Latent Variable Models
Shohei Taniguchi, Yusuke Iwasawa, Wataru Kumagai, Yutaka Matsuo
Advances in Neural Information Processing Systems 35 (NeurIPS 2022).
-
On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing
Itsuki Okimura, Machel Reid, Makoto Kawano and Yutaka Matsuo.
Proceedings of the Third Workshop on Insights from Negative Results in NLP, Online and Dublin, Ireland. Association for Computational Linguistics.
-
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment
Takeshi Kojima, Yutaka Matsuo, and Yusuke Iwasawa.
the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022)
-
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles HACHEME, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi KALIPE, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya
The 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022). July 2022. Association for Computational Linguistics
-
PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining
Machel Reid and Mikel Artetxe.
7th Workshop on Representation Learning for NLP (non-archival), ACL 2022.