1 code implementation • EMNLP (WNUT) 2020 • Sora Ohashi, Tomoyuki Kajiwara, Chenhui Chu, Noriko Takemura, Yuta Nakashima, Hajime Nagahara
We introduce the IDSOU submission for the WNUT-2020 task 2: identification of informative COVID-19 English Tweets.
1 code implementation • ACL 2021 • Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Yuki Arase
Few-shot text classification aims to classify inputs whose label has only a few examples.
no code implementations • COLING 2020 • Sora Ohashi, Mao Isogawa, Tomoyuki Kajiwara, Yuki Arase
We reduce the model size of pre-trained word embeddings by a factor of 200 while preserving its quality.
no code implementations • ACL 2020 • Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Chenhui Chu, Yuki Arase
Advanced pre-trained models for text representation have achieved state-of-the-art performance on various text classification tasks.