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Modeling Multi-hop Question Answering as Single Sequence Prediction



Semih Yavuz , Kazuma Hashimoto , Yingbo Zhou , Nitish Shirish Keskar , Caiming Xiong

* ACL 2022 

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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

* Accepted to Findings of ACL 2022 

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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 , Richard Socher , Yingbo Zhou , Wenhao Liu , Caiming Xiong


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Transforming Sequence Tagging Into A Seq2Seq Task



Karthik Raman , Iftekhar Naim , Jiecao Chen , Kazuma Hashimoto , Kiran Yalasangi , Krishna Srinivasan


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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


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Dense Hierarchical Retrieval for Open-Domain Question Answering



Ye Liu , Kazuma Hashimoto , Yingbo Zhou , Semih Yavuz , Caiming Xiong , Philip S. Yu

* EMNLP 2021 Findings 

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Field Extraction from Forms with Unlabeled Data



Mingfei Gao , Zeyuan Chen , Nikhil Naik , Kazuma Hashimoto , Caiming Xiong , Ran Xu


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RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering



Xi Ye , Semih Yavuz , Kazuma Hashimoto , Yingbo Zhou , Caiming Xiong

* 11 pages, 7 figures 

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Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection



Jian-Guo Zhang , Kazuma Hashimoto , Yao Wan , Ye Liu , Caiming Xiong , Philip S. Yu


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Focused Attention Improves Document-Grounded Generation



Shrimai Prabhumoye , Kazuma Hashimoto , Yingbo Zhou , Alan W Black , Ruslan Salakhutdinov

* Accepted at North American Chapter of the Association for Computational Linguistics (NAACL) 2021 

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