Kosuke Nishida

According to our database, Kosuke Nishida authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes.

Kosuke Nishida, Kyosuke Nishida, Kuniko Saito

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Robust Text-driven Image Editing Method that Adaptively Explores Directions in Latent Spaces of StyleGAN and CLIP.

Tsuyoshi Baba, Kosuke Nishida, Kyosuke Nishida

CoRR, 2023

Sparse Neural Retrieval Model for Efficient Cross-Domain Retrieval-Based Question Answering.

Kosuke Nishida, Naoki Yoshinaga, Kyosuke Nishida

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge.

Kosuke Nishida, Naoki Yoshinaga, Kyosuke Nishida

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images.

Ryota Tanaka, Kyosuke Nishida, Kosuke Nishida, Taku Hasegawa, Itsumi Saito, Kuniko Saito

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

2022

Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions.

Kosuke Nishida, Kyosuke Nishida, Shuichi Nishioka

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction.

Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Sen Yoshida

Proceedings of the International Joint Conference on Neural Networks, 2021

Task-adaptive Pre-training of Language Models with Word Embedding Regularization.

Kosuke Nishida, Kyosuke Nishida, Sen Yoshida

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Abstractive Summarization with Combination of Pre-trained Sequence-to-Sequence and Saliency Models.

Itsumi Saito, Kyosuke Nishida, Kosuke Nishida, Junji Tomita

CoRR, 2020

Length-controllable Abstractive Summarization by Guiding with Summary Prototype.

Itsumi Saito, Kyosuke Nishida, Kosuke Nishida, Atsushi Otsuka, Hisako Asano, Junji Tomita, Hiroyuki Shindo, Yuji Matsumoto

CoRR, 2020

Unsupervised Domain Adaptation of Language Models for Reading Comprehension.

Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Hisako Asano, Junji Tomita

Proceedings of The 12th Language Resources and Evaluation Conference, 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

Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction.

Kosuke Nishida, Kyosuke Nishida, Masaaki Nagata, Atsushi Otsuka, Itsumi Saito, Hisako Asano, Junji Tomita

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

2018

Natural Language Inference with Definition Embedding Considering Context On the Fly.

Kosuke Nishida, Kyosuke Nishida, Hisako Asano, Junji Tomita

Proceedings of The Third Workshop on Representation Learning for NLP, 2018

2017

Household energy consumption prediction by feature selection of lifestyle data.

Kosuke Nishida, Akiko Takeda, Satoru Iwata, Mariko Kiho, Isao Nakayama

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017