no code implementations • NAACL (CALCS) 2021 • Chihiro Taguchi, Yusuke Sakai, Taro Watanabe
Given this situation, we proposed a transliteration method based on subword-level language identification.
no code implementations • 6 Jun 2024 • Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe
Constructed dataset is a benchmark for cross-lingual language-transfer capabilities of multilingual LMs, and experimental results showed high language-transfer capabilities for questions that LMs could easily solve, but lower transfer capabilities for questions requiring deep knowledge or commonsense.
no code implementations • 18 Apr 2024 • Yusuke Sakai, Mana Makinae, Hidetaka Kamigaito, Taro Watanabe
In Simultaneous Machine Translation (SiMT) systems, training with a simultaneous interpretation (SI) corpus is an effective method for achieving high-quality yet low-latency systems.
no code implementations • 29 Feb 2024 • Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe
To address this issue, we propose a new task: the artwork explanation generation task, along with its evaluation dataset and metric for quantitatively assessing the understanding and utilization of knowledge about artworks.
no code implementations • 19 Feb 2024 • Shigeki Saito, Kazuki Hayashi, Yusuke Ide, Yusuke Sakai, Kazuma Onishi, Toma Suzuki, Seiji Gobara, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe
Large-scale vision language models (LVLMs) are language models that are capable of processing images and text inputs by a single model.
1 code implementation • 17 Feb 2024 • Hiroyuki Deguchi, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe, Hideki Tanaka, Masao Utiyama
Minimum Bayes risk (MBR) decoding achieved state-of-the-art translation performance by using COMET, a neural metric that has a high correlation with human evaluation.
no code implementations • 15 Nov 2023 • Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe
Knowledge Graph Completion (KGC) is a task that infers unseen relationships between entities in a KG.
1 code implementation • 7 Aug 2023 • Chihiro Taguchi, Yusuke Sakai, Parisa Haghani, David Chiang
This paper presents a state-of-the-art model for transcribing speech in any language into the International Phonetic Alphabet (IPA).
no code implementations • 23 Feb 2023 • Yuto Omae, Yusuke Sakai, Hirotaka Takahashi
Therefore, the proposed algorithm FG-SSA has an effect on finding and removing signals that are not important for CNN-based classification.