Kazuma Hashimoto

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 67

Top Topics

Sequence Prediction

Machine Translation

Information Retrieval

Question Answering

Top Venues

Publications

Kazuma Hashimoto, Karthik Raman, Michael Bendersky
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning. NAACL-HLT (2024)
Aditi Chaudhary, Karthik Raman, Krishna Srinivasan, Kazuma Hashimoto, Mike Bendersky, Marc Najork
Exploring the Viability of Synthetic Query Generation for Relevance Prediction. CoRR (2023)
Lingyu Gao, Aditi Chaudhary, Krishna Srinivasan, Kazuma Hashimoto, Karthik Raman, Michael Bendersky
Ambiguity-Aware In-Context Learning with Large Language Models. CoRR (2023)
Kazuma Hashimoto, Karthik Raman, Michael Bendersky
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning. CoRR (2023)
Aditi Chaudhary, Karthik Raman, Krishna Srinivasan, Kazuma Hashimoto, Mike Bendersky, Marc Najork
Exploring the Viability of Synthetic Query Generation for Relevance Prediction. eCom@SIGIR (2023)
Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan
Transforming Sequence Tagging Into A Seq2Seq Task. EMNLP (2022)
Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan
Transforming Sequence Tagging Into A Seq2Seq Task. CoRR (2022)
Kazuma Hashimoto, Karthik Raman
GROOT: Corrective Reward Optimization for Generative Sequential Labeling. CoRR (2022)
Man Luo, Kazuma Hashimoto, Semih Yavuz, Zhiwei Liu, Chitta Baral, Yingbo Zhou
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering. CoRR (2022)
Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue. ACL (1) (2022)
Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control. CoRR (2022)
Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval. ACL (Findings) (2022)
Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong
Modeling Multi-hop Question Answering as Single Sequence Prediction. ACL (1) (2022)
Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong
Modeling Multi-hop Question Answering as Single Sequence Prediction. CoRR (2022)
Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. ACL (1) (2022)
Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval. CoRR (2022)
Jianguo Zhang, Kazuma Hashimoto, Yao Wan, Zhiwei Liu, Ye Liu, Caiming Xiong, Philip S. Yu
Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection. ConvAI@ACL (2022)
Yao Wan, Yang He, Zhangqian Bi, Jianguo Zhang, Yulei Sui, Hongyu Zhang, Kazuma Hashimoto, Hai Jin, Guandong Xu, Caiming Xiong, Philip S. Yu
NaturalCC: An Open-Source Toolkit for Code Intelligence. ICSE-Companion (2022)
Kazuma Hashimoto, Iftekhar Naim, Karthik Raman
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? CoRR (2022)
Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control. NAACL-HLT (Findings) (2022)
Tian Xie, Xinyi Yang, Angela S. Lin, Feihong Wu, Kazuma Hashimoto, Jin Qu, Young Mo Kang, Wenpeng Yin, Huan Wang, Semih Yavuz, Gang Wu, Michael Jones, Richard Socher, Yingbo Zhou, Wenhao Liu, Caiming Xiong
Converse: A Tree-Based Modular Task-Oriented Dialogue System. CoRR (2022)
Jianguo Zhang, Kazuma Hashimoto, Yao Wan, Ye Liu, Caiming Xiong, Philip S. Yu
Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection. CoRR (2021)
Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov
Focused Attention Improves Document-Grounded Generation. NAACL-HLT (2021)
Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov
Focused Attention Improves Document-Grounded Generation. CoRR (2021)
Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering. CoRR (2021)
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher
COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization. npj Digit. Medicine 4 (2021)
Mingfei Gao, Zeyuan Chen, Nikhil Naik, Kazuma Hashimoto, Caiming Xiong, Ran Xu
Field Extraction from Forms with Unlabeled Data. CoRR (2021)
Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong
Causal-aware Safe Policy Improvement for Task-oriented dialogue. CoRR (2021)
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. ICLR (2021)
Ye Liu, Kazuma Hashimoto, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Philip S. Yu
Dense Hierarchical Retrieval for Open-Domain Question Answering. CoRR (2021)
Ye Liu, Kazuma Hashimoto, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Philip S. Yu
Dense Hierarchical Retrieval for Open-domain Question Answering. EMNLP (Findings) (2021)
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir R. Radev, Richard Socher
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization. CoRR (2020)
Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wang, Philip S. Yu, Richard Socher, Caiming Xiong
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking. *SEM@COLING (2020)
Kazuma Hashimoto, Raffaella Buschiazzo, James Bradbury, Teresa Marshall, Richard Socher, Caiming Xiong
A High-Quality Multilingual Dataset for Structured Documentation Translation. CoRR (2020)
Keisuke Shirai, Kazuma Hashimoto, Akiko Eriguchi, Takashi Ninomiya, Shinsuke Mori
Neural Text Generation with Artificial Negative Examples. CoRR (2020)
Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, Caiming Xiong
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering. ICLR (2020)
Yuchen Qiao, Kazuma Hashimoto, Akiko Eriguchi, Haixia Wang, Dongsheng Wang, Yoshimasa Tsuruoka, Kenjiro Taura
Parallelizing and optimizing neural Encoder-Decoder models without padding on multi-core architecture. Future Gener. Comput. Syst. 108 (2020)
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip S. Yu, Caiming Xiong
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT. CoRR (2020)
Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. CoRR (2020)
Kazuma Hashimoto, Raffaella Buschiazzo, Caiming Xiong, Teresa Marxhall
Building Salesforce Neural Machine Translation System. AMTA (2) (2020)
Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. EMNLP (1) (2020)
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. CoRR (2020)
Semih Yavuz, Kazuma Hashimoto, Wenhao Liu, Nitish Shirish Keskar, Richard Socher, Caiming Xiong
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging. EMNLP (1) (2020)
Kazuma Hashimoto, Raffaella Buschiazzo, James Bradbury, Teresa Marshall, Richard Socher, Caiming Xiong
A High-Quality Multilingual Dataset for Structured Documentation Translation. WMT (1) (2019)
Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, Caiming Xiong
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering. CoRR (2019)
Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka
Incorporating Source-Side Phrase Structures into Neural Machine Translation. Comput. Linguistics 45 (2) (2019)
Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking. CoRR (2019)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. NAACL-HLT (1) (2019)
Akari Asai, Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka
Multilingual Extractive Reading Comprehension by Runtime Machine Translation. CoRR (2018)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction. CoRR (2018)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Neural Machine Translation with Source-Side Latent Graph Parsing. CoRR (2017)
Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks. EMNLP (2017)
Yuchen Qiao, Kazuma Hashimoto, Akiko Eriguchi, Haixia Wang, Dongsheng Wang, Yoshimasa Tsuruoka, Kenjiro Taura
Cache Friendly Parallelization of Neural Encoder-Decoder Models Without Padding on Multi-core Architecture. IPDPS Workshops (2017)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Neural Machine Translation with Source-Side Latent Graph Parsing. EMNLP (2017)
Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka
Tree-to-Sequence Attentional Neural Machine Translation. ACL (1) (2016)
Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka
Character-based Decoding in Tree-to-Sequence Attention-based Neural Machine Translation. WAT@COLING (2016)
Kazuma Hashimoto, Georgios Kontonatsios, Makoto Miwa, Sophia Ananiadou
Topic detection using paragraph vectors to support active learning in systematic reviews. J. Biomed. Informatics 62 (2016)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings. ACL (1) (2016)
Yusuke Watanabe, Kazuma Hashimoto, Yoshimasa Tsuruoka
Domain Adaptation for Neural Networks by Parameter Augmentation. CoRR (2016)
Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks. CoRR (2016)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings. CoRR (2016)
Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka
Tree-to-Sequence Attentional Neural Machine Translation. CoRR (2016)
Kazuma Hashimoto, Akiko Eriguchi, Yoshimasa Tsuruoka
Domain Adaptation and Attention-Based Unknown Word Replacement in Chinese-to-Japanese Neural Machine Translation. WAT@COLING (2016)
Yusuke Watanabe, Kazuma Hashimoto, Yoshimasa Tsuruoka
Domain Adaptation for Neural Networks by Parameter Augmentation. Rep4NLP@ACL (2016)
Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification. CoRR (2015)
Kazuma Hashimoto, Yoshimasa Tsuruoka
Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization. CVSC (2015)
Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification. CoNLL (2015)
Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka
Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures. EMNLP (2014)
Kazuma Hashimoto, Makoto Miwa, Yoshimasa Tsuruoka, Takashi Chikayama
Simple Customization of Recursive Neural Networks for Semantic Relation Classification. EMNLP (2013)
Kazuma Hashimoto, Shin'ichi Yuta
Autonomous Detection of Untraversability of the Path on Rough Terrain for the Remote Controlled Mobile Robots. FSR (2003)