Jungo Kasai
6 papers in the PaperMetrix corpus
Papers by this author
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TAG Parsing with Neural Networks and Vector Representations of Supertags
2017
We present supertagging-based models for Tree Adjoining Grammar parsing that use neural network architectures and dense vector representation of supertags (elementary trees) to achieve state-of-the-art performance in unlabeled and labeled attachment scores. The shift-reduce parsing …
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Low-Resource Parsing with Crosslingual Contextualized Representations
2019
Despite advances in dependency parsing, languages with small treebanks still present challenges.
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Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
2020 · arXiv (Cornell University)
Much recent effort has been invested in non-autoregressive neural machine translation, which appears to be an efficient alternative to state-of-the-art autoregressive machine translation on modern GPUs. In contrast to the latter, where generation is sequential, …
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One Embedder, Any Task: Instruction-Finetuned Text Embeddings
2023
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu. Findings of the Association for Computational Linguistics: ACL 2023. 2023.
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Robust Multilingual Part-of-Speech Tagging via Adversarial Training
2018
Michihiro Yasunaga, Jungo Kasai, Dragomir Radev. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). 2018.
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ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
2019 · Proceedings of the AAAI Conference on Artificial Intelligence
Scientific article summarization is challenging: large, annotated corpora are not available, and the summary should ideally include the article’s impacts on research community. This paper provides novel solutions to these two challenges. We 1) develop …