Sho Takase

According to our database, Sho Takase authored at least 41 papers between 2012 and 2024.

Collaborative distances:

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

2024

Self-Translate-Train: A Simple but Strong Baseline for Cross-lingual Transfer of Large Language Models.

Ryokan Ri, Shun Kiyono, Sho Takase

CoRR, 2024

Large Vocabulary Size Improves Large Language Models.

Sho Takase, Ryokan Ri, Shun Kiyono, Takuya Kato

CoRR, 2024

2023

Nearest Neighbor Non-autoregressive Text Generation.

Ayana Niwa, Sho Takase, Naoaki Okazaki

J. Inf. Process., 2023

Spike No More: Stabilizing the Pre-training of Large Language Models.

Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

CoRR, 2023

Lessons on Parameter Sharing across Layers in Transformers.

Sho Takase, Shun Kiyono

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

Bridging the Gap between Subword and Character Segmentation in Pretrained Language Models.

Shun Kiyono, Sho Takase, Shengzhe Li, Toshinori Sato

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods.

Mengsay Loem, Masahiro Kaneko, Sho Takase, Naoaki Okazaki

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

B2T Connection: Serving Stability and Performance in Deep Transformers.

Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Dynamic Structured Neural Topic Model with Self-Attention Mechanism.

Nozomu Miyamoto, Masaru Isonuma, Sho Takase, Junichiro Mori, Ichiro Sakata

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Recurrent Neural Hidden Markov Model for High-order Transition.

Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Are Neighbors Enough? Multi-Head Neural n-gram can be Alternative to Self-attention.

Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki

CoRR, 2022

On Layer Normalizations and Residual Connections in Transformers.

Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

CoRR, 2022

NT5 at WMT 2022 General Translation Task.

Makoto Morishita, Keito Kudo, Yui Oka, Katsuki Chousa, Shun Kiyono, Sho Takase, Jun Suzuki

Proceedings of the Seventh Conference on Machine Translation, 2022

ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization.

Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

Multi-Task Learning for Cross-Lingual Abstractive Summarization.

Sho Takase, Naoaki Okazaki

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation.

Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki

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

Interpretability for Language Learners Using Example-Based Grammatical Error Correction.

Masahiro Kaneko, Sho Takase, Ayana Niwa, Naoaki Okazaki

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Word-level Perturbation Considering Word Length and Compositional Subwords.

Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki

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

2021

Rethinking Perturbations in Encoder-Decoders for Fast Training.

Sho Takase, Shun Kiyono

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Joint Optimization of Tokenization and Downstream Model.

Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki

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

2020

All Word Embeddings from One Embedding.

Sho Takase, Sosuke Kobayashi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Evaluation Dataset for Zero Pronoun in Japanese to English Translation.

Sho Shimazu, Sho Takase, Toshiaki Nakazawa, Naoaki Okazaki

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Optimizing Word Segmentation for Downstream Task.

Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Improving Truthfulness of Headline Generation.

Kazuki Matsumaru, Sho Takase, Naoaki Okazaki

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Positional Encoding to Control Output Sequence Length.

Sho Takase, Naoaki Okazaki

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Neural Question Generation using Interrogative Phrases.

Yuichi Sasazawa, Sho Takase, Naoaki Okazaki

Proceedings of the 12th International Conference on Natural Language Generation, 2019

Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints.

Masaaki Nishino, Sho Takase, Tsutomu Hirao, Masaaki Nagata

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Character n-Gram Embeddings to Improve RNN Language Models.

Sho Takase, Jun Suzuki, Masaaki Nagata

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Reducing Odd Generation from Neural Headline Generation.

Shun Kiyono, Sho Takase, Jun Suzuki, Naoaki Okazaki, Kentaro Inui, Masaaki Nagata

Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, 2018

Direct Output Connection for a High-Rank Language Model.

Sho Takase, Jun Suzuki, Masaaki Nagata

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models.

Shun Kiyono, Sho Takase, Jun Suzuki, Naoaki Okazaki, Kentaro Inui, Masaaki Nagata

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

An Empirical Study of Building a Strong Baseline for Constituency Parsing.

Jun Suzuki, Sho Takase, Hidetaka Kamigaito, Makoto Morishita, Masaaki Nagata

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Source-side Prediction for Neural Headline Generation.

Shun Kiyono, Sho Takase, Jun Suzuki, Naoaki Okazaki, Kentaro Inui, Masaaki Nagata

CoRR, 2017

Handling Multiword Expressions in Causality Estimation.

Shota Sasaki, Sho Takase, Naoya Inoue, Naoaki Okazaki, Kentaro Inui

Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017

Input-to-Output Gate to Improve RNN Language Models.

Sho Takase, Jun Suzuki, Masaaki Nagata

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2016

Modeling semantic compositionality of relational patterns.

Sho Takase, Naoaki Okazaki, Kentaro Inui

Eng. Appl. Artif. Intell., 2016

Neural Headline Generation on Abstract Meaning Representation.

Sho Takase, Jun Suzuki, Naoaki Okazaki, Tsutomu Hirao, Masaaki Nagata

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Composing Distributed Representations of Relational Patterns.

Sho Takase, Naoaki Okazaki, Kentaro Inui

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Fast and Large-scale Unsupervised Relation Extraction.

Sho Takase, Naoaki Okazaki, Kentaro Inui

Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation, 2015

2013

Detecting Chronic Critics Based on Sentiment Polarity and User's Behavior in Social Media.

Sho Takase, Akiko Murakami, Miki Enoki, Naoaki Okazaki, Kentaro Inui

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Set Expansion using Sibling Relations between Semantic Categories.

Sho Takase, Naoaki Okazaki, Kentaro Inui

Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, 2012