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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 16 of 16 1 ESPADA Arase, Yuki; Tsujii, Junichi. - : Linguistic Data Consortium, 2021. : https://www.ldc.upenn.edu, 2021 BASE Show details 2 Trained BERT models for phrase alignment with the constrained tree edit distance algorithm ... Arase, Yuki; Tsujii, Jun'ichi. - : Zenodo, 2021 BASE Show details 3 Trained BERT models for phrase alignment with the constrained tree edit distance algorithm ... Arase, Yuki; Tsujii, Jun'ichi. - : Zenodo, 2021 BASE Show details 4 Green NLP panel ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Iryna; Arase, Yuki. - : Underline Science Inc., 2021 BASE Show details 5 Definition Modelling for Appropriate Specificity ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Arase, Yuki; Huang, Han; Kajiwara, Tomoyuki. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.194/ Abstract: Definition generation techniques aim to generate a definition of a target word or phrase given a context. In previous studies, researchers have faced various issues such as the out-of-vocabulary problem and over/under-specificity problems. Over-specific definitions present narrow word meanings, whereas under-specific definitions present general and context-insensitive meanings. Herein, we propose a method for definition generation with appropriate specificity. The proposed method addresses the aforementioned problems by leveraging a pre-trained encoder-decoder model, namely Text-to-Text Transfer Transformer, and introducing a re-ranking mechanism to model specificity in definitions. Experimental results on standard evaluation datasets indicate that our method significantly outperforms the previous state-of-the-art method. Moreover, manual evaluation confirms that our method effectively addresses the over/under-specificity problems. ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37374-definition-modelling-for-appropriate-specificity https://dx.doi.org/10.48448/4nae-d163 BASE Hide details 6 Distinct Label Representations for Few-Shot Text Classification ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Arase, Yuki; Kajiwara, Tomoyuki. - : Underline Science Inc., 2021 BASE Show details 7 Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Arase, Yuki; Kajiwara, Tomoyuki. - : Underline Science Inc., 2021 BASE Show details 8 Distilling Word Meaning in Context from Pre-trained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Arase, Yuki; Arase, Yuki. - : Underline Science Inc., 2021 BASE Show details 9 ESPADA ... Arase, Yuki; Tsujii, Junichi. - : Linguistic Data Consortium, 2021 BASE Show details 10 A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences ... Merritt, Andrew; Chu, Chenhui; Arase, Yuki. - : arXiv, 2020 BASE Show details 11 Lexically Cohesive Neural Machine Translation with Copy Mechanism ... Mishra, Vipul; Chu, Chenhui; Arase, Yuki. - : arXiv, 2020 BASE Show details 12 Transfer fine-tuned BERT models by paraphrases ... Arase, Yuki; Tsujii, Junichi. - : Zenodo, 2019 BASE Show details 13 Transfer fine-tuned BERT models by paraphrases ... Arase, Yuki; Tsujii, Junichi. - : Zenodo, 2019 BASE Show details 14 Transfer Fine-Tuning: A BERT Case Study ... Arase, Yuki; Tsujii, Junichi. - : arXiv, 2019 BASE Show details 15 SPADE Arase, Yuki; Tsujii, Junichi. - : Linguistic Data Consortium, 2018. : https://www.ldc.upenn.edu, 2018 BASE Show details 16 SPADE ... Arase, Yuki; Tsujii, Junichi. - : Linguistic Data Consortium, 2018 BASE Show details

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