Refract ICL: Rethinking Example Selection in the Era of Million-Token Models - Arjun R. Akula; Kazuma Hashimoto; Krishna Srinivasan; Aditi Chaudhary; Karthik Raman; Michael Bendersky (CoRR, 2025)

Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning - Kazuma Hashimoto; Karthik Raman; Michael Bendersky (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024)

Exploring the Viability of Synthetic Query Generation for Relevance Prediction - Aditi Chaudhary; Karthik Raman; Krishna Srinivasan; Kazuma Hashimoto; Mike Bendersky; Marc Najork (Proceedings of the 2023 SIGIR Workshop on eCommerce co-located with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), Taipei, Taiwan, July 27, 2023, 2023)

Exploring the Viability of Synthetic Query Generation for Relevance Prediction - Aditi Chaudhary; Karthik Raman; Krishna Srinivasan; Kazuma Hashimoto; Mike Bendersky; Marc Najork (CoRR, 2023)

Ambiguity-Aware In-Context Learning with Large Language Models - Lingyu Gao; Aditi Chaudhary; Krishna Srinivasan; Kazuma Hashimoto; Karthik Raman; Michael Bendersky (CoRR, 2023)

Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning - Kazuma Hashimoto; Karthik Raman; Michael Bendersky (CoRR, 2023)

[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue - Govardana Sachithanandam Ramachandran; Kazuma Hashimoto; Caiming Xiong (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Modeling Multi-hop Question Answering as Single Sequence Prediction - Semih Yavuz; Kazuma Hashimoto; Yingbo Zhou; Nitish Shirish Keskar; Caiming Xiong (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval - Tong Niu; Kazuma Hashimoto; Yingbo Zhou; Caiming Xiong (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering - Xi Ye; Semih Yavuz; Kazuma Hashimoto; Yingbo Zhou; Caiming Xiong (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection - Jianguo Zhang; Kazuma Hashimoto; Yao Wan; Zhiwei Liu; Ye Liu; Caiming Xiong; Philip S. Yu (Proceedings of the 4th Workshop on NLP for Conversational AI, ConvAI@ACL 2022, Dublin, Ireland, May 27, 2022, 2022)

Transforming Sequence Tagging Into A Seq2Seq Task - Karthik Raman; Iftekhar Naim; Jiecao Chen; Kazuma Hashimoto; Kiran Yalasangi; Krishna Srinivasan (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

NaturalCC: An Open-Source Toolkit for Code Intelligence - Yao Wan; Yang He; Zhangqian Bi; Jianguo Zhang; Yulei Sui; Hongyu Zhang; Kazuma Hashimoto; Hai Jin; Guandong Xu; Caiming Xiong; Philip S. Yu (44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, ICSE Companion 2022, Pittsburgh, PA, USA, May 22-24, 2022, 2022)

Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control - Haopeng Zhang; Semih Yavuz; Wojciech Kryscinski; Kazuma Hashimoto; Yingbo Zhou (Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering - Man Luo; Kazuma Hashimoto; Semih Yavuz; Zhiwei Liu; Chitta Baral; Yingbo Zhou (CoRR, 2022)

Transforming Sequence Tagging Into A Seq2Seq Task - Karthik Raman; Iftekhar Naim; Jiecao Chen; Kazuma Hashimoto; Kiran Yalasangi; Krishna Srinivasan (CoRR, 2022)

Converse: A Tree-Based Modular Task-Oriented Dialogue System - 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; et al. (CoRR, 2022)

OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval - Tong Niu; Kazuma Hashimoto; Yingbo Zhou; Caiming Xiong (CoRR, 2022)

Modeling Multi-hop Question Answering as Single Sequence Prediction - Semih Yavuz; Kazuma Hashimoto; Yingbo Zhou; Nitish Shirish Keskar; Caiming Xiong (CoRR, 2022)

Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control - Haopeng Zhang; Semih Yavuz; Wojciech Kryscinski; Kazuma Hashimoto; Yingbo Zhou (CoRR, 2022)

GROOT: Corrective Reward Optimization for Generative Sequential Labeling - Kazuma Hashimoto; Karthik Raman (CoRR, 2022)

How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? - Kazuma Hashimoto; Iftekhar Naim; Karthik Raman (CoRR, 2022)

COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization - Andre Esteva; Anuprit Kale; Romain Paulus; Kazuma Hashimoto; Wenpeng Yin; Dragomir Radev; Richard Socher (npj Digit. Medicine, 2021)

Dense Hierarchical Retrieval for Open-domain Question Answering - Ye Liu; Kazuma Hashimoto; Yingbo Zhou; Semih Yavuz; Caiming Xiong; Philip S. Yu (Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, 2021)

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers - Shiyang Li; Semih Yavuz; Kazuma Hashimoto; Jia Li; Tong Niu; Nazneen Fatema Rajani; Xifeng Yan; Yingbo Zhou; Caiming Xiong (9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021)

Focused Attention Improves Document-Grounded Generation - Shrimai Prabhumoye; Kazuma Hashimoto; Yingbo Zhou; Alan W. Black; Ruslan Salakhutdinov (Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021, 2021)

Causal-aware Safe Policy Improvement for Task-oriented dialogue - Govardana Sachithanandam Ramachandran; Kazuma Hashimoto; Caiming Xiong (CoRR, 2021)

Focused Attention Improves Document-Grounded Generation - Shrimai Prabhumoye; Kazuma Hashimoto; Yingbo Zhou; Alan W. Black; Ruslan Salakhutdinov (CoRR, 2021)

Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection - Jianguo Zhang; Kazuma Hashimoto; Yao Wan; Ye Liu; Caiming Xiong; Philip S. Yu (CoRR, 2021)

RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering - Xi Ye; Semih Yavuz; Kazuma Hashimoto; Yingbo Zhou; Caiming Xiong (CoRR, 2021)

Field Extraction from Forms with Unlabeled Data - Mingfei Gao; Zeyuan Chen; Nikhil Naik; Kazuma Hashimoto; Caiming Xiong; Ran Xu (CoRR, 2021)

Dense Hierarchical Retrieval for Open-Domain Question Answering - Ye Liu; Kazuma Hashimoto; Yingbo Zhou; Semih Yavuz; Caiming Xiong; Philip S. Yu (CoRR, 2021)

Parallelizing and optimizing neural Encoder-Decoder models without padding on multi-core architecture - Yuchen Qiao; Kazuma Hashimoto; Akiko Eriguchi; Haixia Wang; Dongsheng Wang; Yoshimasa Tsuruoka; Kenjiro Taura (Future Gener. Comput. Syst., 2020)

Building Salesforce Neural Machine Translation System - Kazuma Hashimoto; Raffaella Buschiazzo; Caiming Xiong; Teresa Marxhall (Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, AMTA 2020 - Volume 2: User Papers, Virtual, October, 2020, 2020)

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference - Jian-Guo Zhang; Kazuma Hashimoto; Wenhao Liu; Chien-Sheng Wu; Yao Wan; Philip S. Yu; Richard Socher; Caiming Xiong (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging - Semih Yavuz; Kazuma Hashimoto; Wenhao Liu; Nitish Shirish Keskar; Richard Socher; Caiming Xiong (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering - Akari Asai; Kazuma Hashimoto; Hannaneh Hajishirzi; Richard Socher; Caiming Xiong (8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020, 2020)

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking - Jian-Guo Zhang; Kazuma Hashimoto; Chien-Sheng Wu; Yao Wan; Philip S. Yu; Richard Socher; Caiming Xiong (Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, *SEM@COLING 2020, Barcelona, Spain (Online), December 12-13, 2020, 2020)

Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT - Lichao Sun; Kazuma Hashimoto; Wenpeng Yin; Akari Asai; Jia Li; Philip S. Yu; Caiming Xiong (CoRR, 2020)

CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization - Andre Esteva; Anuprit Kale; Romain Paulus; Kazuma Hashimoto; Wenpeng Yin; Dragomir R. Radev; Richard Socher (CoRR, 2020)

A High-Quality Multilingual Dataset for Structured Documentation Translation - Kazuma Hashimoto; Raffaella Buschiazzo; James Bradbury; Teresa Marshall; Richard Socher; Caiming Xiong (CoRR, 2020)

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers - Shiyang Li; Semih Yavuz; Kazuma Hashimoto; Jia Li; Tong Niu; Nazneen Fatema Rajani; Xifeng Yan; Yingbo Zhou; Caiming Xiong (CoRR, 2020)

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference - Jian-Guo Zhang; Kazuma Hashimoto; Wenhao Liu; Chien-Sheng Wu; Yao Wan; Philip S. Yu; Richard Socher; Caiming Xiong (CoRR, 2020)

Neural Text Generation with Artificial Negative Examples - Keisuke Shirai; Kazuma Hashimoto; Akiko Eriguchi; Takashi Ninomiya; Shinsuke Mori (CoRR, 2020)

Incorporating Source-Side Phrase Structures into Neural Machine Translation - Akiko Eriguchi; Kazuma Hashimoto; Yoshimasa Tsuruoka (Comput. Linguistics, 2019)

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction - Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

A High-Quality Multilingual Dataset for Structured Documentation Translation - Kazuma Hashimoto; Raffaella Buschiazzo; James Bradbury; Teresa Marshall; Richard Socher; Caiming Xiong (Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 1: Research Papers, 2019)

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking - Jianguo Zhang; Kazuma Hashimoto; Chien-Sheng Wu; Yao Wan; Philip S. Yu; Richard Socher; Caiming Xiong (CoRR, 2019)

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering - Akari Asai; Kazuma Hashimoto; Hannaneh Hajishirzi; Richard Socher; Caiming Xiong (CoRR, 2019)

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction - Kazuma Hashimoto; Yoshimasa Tsuruoka (CoRR, 2018)

Multilingual Extractive Reading Comprehension by Runtime Machine Translation - Akari Asai; Akiko Eriguchi; Kazuma Hashimoto; Yoshimasa Tsuruoka (CoRR, 2018)

Neural Machine Translation with Source-Side Latent Graph Parsing - Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017, 2017)

A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks - Kazuma Hashimoto; Caiming Xiong; Yoshimasa Tsuruoka; Richard Socher (Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017, 2017)

Cache Friendly Parallelization of Neural Encoder-Decoder Models Without Padding on Multi-core Architecture - Yuchen Qiao; Kazuma Hashimoto; Akiko Eriguchi; Haixia Wang; Dongsheng Wang; Yoshimasa Tsuruoka; Kenjiro Taura (2017 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2017, Orlando / Buena Vista, FL, USA, May 29 - June 2, 2017, 2017)

Neural Machine Translation with Source-Side Latent Graph Parsing - Kazuma Hashimoto; Yoshimasa Tsuruoka (CoRR, 2017)

Topic detection using paragraph vectors to support active learning in systematic reviews - Kazuma Hashimoto; Georgios Kontonatsios; Makoto Miwa; Sophia Ananiadou (J. Biomed. Informatics, 2016)

Tree-to-Sequence Attentional Neural Machine Translation - Akiko Eriguchi; Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings - Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Domain Adaptation and Attention-Based Unknown Word Replacement in Chinese-to-Japanese Neural Machine Translation - Kazuma Hashimoto; Akiko Eriguchi; Yoshimasa Tsuruoka (Proceedings of the 3rd Workshop on Asian Translation, WAT@COLING 2016, Osaka, Japan, December 2016, 2016)

Character-based Decoding in Tree-to-Sequence Attention-based Neural Machine Translation - Akiko Eriguchi; Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 3rd Workshop on Asian Translation, WAT@COLING 2016, Osaka, Japan, December 2016, 2016)

Domain Adaptation for Neural Networks by Parameter Augmentation - Yusuke Watanabe; Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016, Berlin, Germany, August 11, 2016, 2016)

Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings - Kazuma Hashimoto; Yoshimasa Tsuruoka (CoRR, 2016)

Tree-to-Sequence Attentional Neural Machine Translation - Akiko Eriguchi; Kazuma Hashimoto; Yoshimasa Tsuruoka (CoRR, 2016)

Domain Adaptation for Neural Networks by Parameter Augmentation - Yusuke Watanabe; Kazuma Hashimoto; Yoshimasa Tsuruoka (CoRR, 2016)

A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks - Kazuma Hashimoto; Caiming Xiong; Yoshimasa Tsuruoka; Richard Socher (CoRR, 2016)

Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization - Kazuma Hashimoto; Yoshimasa Tsuruoka (Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, CVSC 2015, Beijing, China, July 26-31, 2015, 2015)

Task-Oriented Learning of Word Embeddings for Semantic Relation Classification - Kazuma Hashimoto; Pontus Stenetorp; Makoto Miwa; Yoshimasa Tsuruoka (Proceedings of the 19th Conference on Computational Natural Language Learning, CoNLL 2015, Beijing, China, July 30-31, 2015, 2015)

Task-Oriented Learning of Word Embeddings for Semantic Relation Classification - Kazuma Hashimoto; Pontus Stenetorp; Makoto Miwa; Yoshimasa Tsuruoka (CoRR, 2015)

Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures - Kazuma Hashimoto; Pontus Stenetorp; Makoto Miwa; Yoshimasa Tsuruoka (Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL, 2014)

Simple Customization of Recursive Neural Networks for Semantic Relation Classification - Kazuma Hashimoto; Makoto Miwa; Yoshimasa Tsuruoka; Takashi Chikayama (Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, 2013)

Autonomous Detection of Untraversability of the Path on Rough Terrain for the Remote Controlled Mobile Robots - Kazuma Hashimoto; Shin'ichi Yuta (Field and Service Robotics, Recent Advances in Reserch and Applications, FSR 2003, Lake Yamanaka, Japan, 14-16 July 2003, 2003)