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Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

Oct 25, 2020
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong

* 19 pages, accepted by EMNLP 2020 main conference as a long paper. Code will be available at https://github.com/salesforce/DNNC-few-shot-intent 

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CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers

Oct 24, 2020
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong


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A High-Quality Multilingual Dataset for Structured Documentation Translation

Jun 24, 2020
Kazuma Hashimoto, Raffaella Buschiazzo, James Bradbury, Teresa Marshall, Richard Socher, Caiming Xiong

* Published at WMT2019; the draft has been updated with our dataset's URL: https://github.com/salesforce/localization-xml-mt 

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CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization

Jun 17, 2020
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher


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Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT

Feb 27, 2020
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip Yu, Caiming Xiong


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Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering

Nov 24, 2019
Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, Caiming Xiong


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Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking

Oct 10, 2019
Jian-Guo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong


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Multilingual Extractive Reading Comprehension by Runtime Machine Translation

Nov 02, 2018
Akari Asai, Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka


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Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Sep 05, 2018
Kazuma Hashimoto, Yoshimasa Tsuruoka


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Neural Machine Translation with Source-Side Latent Graph Parsing

Jul 24, 2017
Kazuma Hashimoto, Yoshimasa Tsuruoka

* Accepted as a full paper at the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) 

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A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks

Jul 24, 2017
Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher

* Accepted as a full paper at the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) 

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Domain Adaptation for Neural Networks by Parameter Augmentation

Jul 01, 2016
Yusuke Watanabe, Kazuma Hashimoto, Yoshimasa Tsuruoka

* 9 page. To appear in the first ACL Workshop on Representation Learning for NLP 

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Tree-to-Sequence Attentional Neural Machine Translation

Jun 08, 2016
Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka

* Accepted as a full paper at the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016) 

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Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings

Jun 08, 2016
Kazuma Hashimoto, Yoshimasa Tsuruoka

* Accepted as a full paper at the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016) 

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Task-Oriented Learning of Word Embeddings for Semantic Relation Classification

Jun 22, 2015
Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka

* The Nineteenth Conference on Computational Natural Language Learning (CoNLL 2015) 

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