Search Results for author: Tatsuya Aoki

Found 6 papers, 1 papers with code

lamBERT: Language and Action Learning Using Multimodal BERT

no code implementations15 Apr 2020 Kazuki Miyazawa, Tatsuya Aoki, Takato Horii, Takayuki Nagai

Recently, the bidirectional encoder representations from transformers (BERT) model has attracted much attention in the field of natural language processing, owing to its high performance in language understanding-related tasks.

Generating Market Comments Referring to External Resources

1 code implementation WS 2018 Tatsuya Aoki, Akira Miyazawa, Tatsuya Ishigaki, Keiichi Goshima, Kasumi Aoki, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao

Comments on a stock market often include the reason or cause of changes in stock prices, such as {``}Nikkei turns lower as yen{'}s rise hits exporters.

Text Generation

Distinguishing Japanese Non-standard Usages from Standard Ones

no code implementations EMNLP 2017 Tatsuya Aoki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura

Our experimental results show that the model leveraging the context embedding outperforms other methods and provide us with findings, for example, on how to construct context embeddings and which corpus to use.

Machine Translation Word Embeddings

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