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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 – 11 of 11 1 Transforming Sequence Tagging Into A Seq2Seq Task ... Raman, Karthik; Naim, Iftekhar; Chen, Jiecao. - : arXiv, 2022 BASE Show details 2 Focused Attention Improves Document-Grounded Generation ... Prabhumoye, Shrimai; Hashimoto, Kazuma; Zhou, Yingbo. - : arXiv, 2021 BASE Show details 3 A High-Quality Multilingual Dataset for Structured Documentation Translation ... Hashimoto, Kazuma; Buschiazzo, Raffaella; Bradbury, James. - : arXiv, 2020 BASE Show details 4 Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking ... The 28th International Conference on Computational Linguistics 2020; Hashimoto, Kazuma; Socher, Richard. - : Underline Science Inc., 2020 BASE Show details 5 Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking ... Zhang, Jian-Guo; Hashimoto, Kazuma; Wu, Chien-Sheng. - : arXiv, 2019 BASE Show details 6 Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering ... Asai, Akari; Hashimoto, Kazuma; Hajishirzi, Hannaneh. - : arXiv, 2019 BASE Show details 7 Multilingual Extractive Reading Comprehension by Runtime Machine Translation ... Asai, Akari; Eriguchi, Akiko; Hashimoto, Kazuma. - : arXiv, 2018 BASE Show details 8 Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings ... Hashimoto, Kazuma; Tsuruoka, Yoshimasa. - : arXiv, 2016 BASE Show details 9 Tree-to-Sequence Attentional Neural Machine Translation ... Eriguchi, Akiko; Hashimoto, Kazuma; Tsuruoka, Yoshimasa. - : arXiv, 2016 BASE Show details 10 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks ... Hashimoto, Kazuma; Xiong, Caiming; Tsuruoka, Yoshimasa; Socher, Richard. - : arXiv, 2016 Abstract: Transfer and multi-task learning have traditionally focused on either a single source-target pair or very few, similar tasks. Ideally, the linguistic levels of morphology, syntax and semantics would benefit each other by being trained in a single model. We introduce a joint many-task model together with a strategy for successively growing its depth to solve increasingly complex tasks. Higher layers include shortcut connections to lower-level task predictions to reflect linguistic hierarchies. We use a simple regularization term to allow for optimizing all model weights to improve one task's loss without exhibiting catastrophic interference of the other tasks. Our single end-to-end model obtains state-of-the-art or competitive results on five different tasks from tagging, parsing, relatedness, and entailment tasks. ... : Accepted as a full paper at the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.1611.01587 https://arxiv.org/abs/1611.01587 BASE Hide details 11 Task-Oriented Learning of Word Embeddings for Semantic Relation Classification ... Hashimoto, Kazuma; Stenetorp, Pontus; Miwa, Makoto. - : arXiv, 2015 BASE Show details

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