Search Results for author: Shotaro Misawa

Found 6 papers, 0 papers with code

Aspect-Similarity-Aware Historical Influence Modeling for Rating Prediction

no code implementations EcomNLP (COLING) 2020 Ryo Shimura, Shotaro Misawa, Masahiro Sato, Tomoki Taniguchi, Tomoko Ohkuma

Previous laboratory studies have indicated that the ratings recorded by these systems differ from the actual evaluations of the users, owing to the influence of historical ratings in the system.

Distinctive Slogan Generation with Reconstruction

no code implementations EcomNLP (COLING) 2020 Shotaro Misawa, Yasuhide Miura, Tomoki Taniguchi, Tomoko Ohkuma

To generate a slogan, we apply an encoder–decoder model which has shown effectiveness in many kinds of natural language generation tasks, such as abstractive summarization.

Abstractive Text Summarization Decoder +1

Character-based Bidirectional LSTM-CRF with words and characters for Japanese Named Entity Recognition

no code implementations WS 2017 Shotaro Misawa, Motoki Taniguchi, Yasuhide Miura, Tomoko Ohkuma

The contributions of this work are (1) verifying the effectiveness of the state-of-the-art NER model for Japanese, (2) proposing a neural model for predicting a tag for each character using word and character information.

named-entity-recognition Named Entity Recognition +2

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