喜友名朝視顕, 吉村綾馬, 金子正弘, 小町守. 項目別マルチタスク学習による系列変換タスクの品質推定. NLP 若手の会第15回シンポジウム. September 23, 2020.
ニュース
2020/09/17 下記の研究が国際会議に採択されました。
Hongfei Wang, Michiki Kurosawa, Satoru Katsumata and Mamoru Komachi. Chinese Grammatical Correction Using BERT-based Pre-trained Model. In The 1st
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics and the 10th International Joint Conference on
Natural Language Processing (AACL-IJCNLP). December, 2020. (accepted; acceptance rate = 28.3%)
Satoru Katsumata and Mamoru Komachi. Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model. In The 1st
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics and the 10th International Joint Conference on
Natural Language Processing (AACL-IJCNLP). December, 2020. (accepted; acceptance rate = 28.3%)
Masahiro Kaneko and Danushka Bollegala (University of Liverpool). Autoencoding Improves Pre-trained Word Embeddings. In The 1st
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics and the 10th International Joint Conference on
Natural Language Processing (AACL-IJCNLP). December, 2020. (accepted; acceptance rate = 28.3%)
Masato Mita (Tohoku University), Shun Kiyono (Tohoku University), Masahiro Kaneko, Jun Suzuki (Tohoku University) and Kentaro Inui (Tohoku University). A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction. In Findings of The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). (accepted)
Masashi Takaku (Ibaraki University), Tosho Hirasawa, Mamoru Komachi, Kanako Komiya (Ibaraki University). Neural Machine Translation from Historical Japanese to Contemporary Japanese Using Diachronically Domain-Adapted Word Embeddings. In The 34th Pacific Asia Conference on Language, Information and Computation (PACLIC). October, 2020. (accepted)
2020/07/10 自然言語処理のトップカンファレンス、The 58th Annual Meeting of Association for Computational Linguistics (ACL 2020) および関連ワークショップにて、以下の発表を行いました。
Hwichan Kim, Tosho Hirasawa and Mamoru Komachi. Zero-shot North Korean to English Neural Machine Translation by Character Tokenization and Phoneme Decomposition. In Proceedings of the 58th Annual Meeting of the Association for
Computational Linguistics: Student Research Workshop (ACL 2020 SRW), pp.72-78. July, 2020. (paper)
Yujin Takahashi, Satoru Katsumata and Mamoru Komachi. Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner's Error Tendency. In Proceedings
of the 58th Annual Meeting of the Association for Computational
Linguistics: Student Research Workshop (ACL 2020 SRW), pp.27-32. July, 2020. (paper)
Masahiro Kaneko, Masato Mita, Shun Kiyono, Jun Suzuki and Kentaro Inui. Can Encoder-decoder Models Benefit from Pre-trained LanguageRepresentation in Grammatical Error Correction? In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020), pp.4258-4254. July, 2020. (paper)
Masahiro Kaneko, Aizhan Imankulova, Tosho Hirasawa and Mamoru Komachi. English-to-Japanese Diverse Translation Using Opposite Direction Models. In Proceedings of The 4th Workshop on Neural Generation and Translation (WNGT 2020), pp.134-138. July, 2020. (paper)
Tosho Hirasawa, Zhishen Yang, Mamoru Komachi and Naoaki Okazaki. Keyframe Segmentation and Positional Encoding for Video-guided Machine Translation Challenge 2020. In Workshop on Advances in Language and Vision Research. July, 2020. (paper)