Kazutoshi Shinoda

According to our database, Kazutoshi Shinoda authored at least 10 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improving the Robustness to Variations of Objects and Instructions with a Neuro-Symbolic Approach for Interactive Instruction Following.

Kazutoshi Shinoda, Yuki Takezawa, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Which Shortcut Solution Do Question Answering Models Prefer to Learn?

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering.

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

CoRR, 2022

Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering.

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

2021

Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap.

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

CoRR, 2021

Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation.

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2020

Variational Question-Answer Pair Generation for Machine Reading Comprehension.

Kazutoshi Shinoda, Akiko Aizawa

CoRR, 2020

2019

Multi-style Generative Reading Comprehension.

Kyosuke Nishida, Itsumi Saito, Kosuke Nishida, Kazutoshi Shinoda, Atsushi Otsuka, Hisako Asano, Junji Tomita

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Query-focused Scientific Paper Summarization with Localized Sentence Representation.

Kazutoshi Shinoda, Akiko Aizawa

Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018) co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

2017

Automatic Generation of Review Matrices as Multi-document Summarization of Scientific Papers.

Hayato Hashimoto, Kazutoshi Shinoda, Hikaru Yokono, Akiko Aizawa

Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), 2017