Masaru Isonuma

28 papers A* 4Journal 14Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Do LLMs Need to Think in One Language? Correlation between Latent Language and Task Performance.
CoRR
Shintaro Ozaki, Tatsuya Hiraoka, Hiroto Otake, Hiroki Ouchi, Masaru Isonuma, Benjamin Heinzerling, Kentaro Inui, Taro Watanabe, Yusuke Miyao, Yohei Oseki, Yu Takagi
2025 — conf
How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders.
EMNLP (Findings)
Tatsuro Inaba, Go Kamoda, Kentaro Inui, Masaru Isonuma, Yusuke Miyao, Yohei Oseki, Yu Takagi, Benjamin Heinzerling
2025 — conf
Instability in Downstream Task Performance During LLM Pretraining.
EMNLP (Findings)
Yuto Nishida, Masaru Isonuma, Yusuke Oda
2025 J jnl
Instability in Downstream Task Performance During LLM Pretraining.
CoRR
Yuto Nishida, Masaru Isonuma, Yusuke Oda
2025 J jnl
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models.
CoRR
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
2025 A* conf
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation.
ICLR
Huimin Lu, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2025 J jnl
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation.
CoRR
Huimin Lu, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2025 A* conf
What's New in My Data? Novelty Exploration via Contrastive Generation.
ICLR
Masaru Isonuma, Ivan Titov
2024 J jnl
Comprehensive Evaluation of Large Language Models for Topic Modeling.
CoRR
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
2024 — conf
Topic Modeling for Short Texts with Large Language Models.
ACL (Student Research Workshop)
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
2024 J jnl
Towards Transfer Unlearning: Empirical Evidence of Cross-Domain Bias Mitigation.
CoRR
Huimin Lu, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2024 J jnl
Unlearning Reveals the Influential Training Data of Language Models.
CoRR
Masaru Isonuma, Ivan Titov
2024 — conf
Unlearning Traces the Influential Training Data of Language Models.
ACL (1)
Masaru Isonuma, Ivan Titov
2024 J jnl
What's New in My Data? Novelty Exploration via Contrastive Generation.
CoRR
Masaru Isonuma, Ivan Titov
2023 — conf
Differentiable Instruction Optimization for Cross-Task Generalization.
ACL (Findings)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2023 J jnl
Differentiable Instruction Optimization for Cross-Task Generalization.
CoRR
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2023 — conf
Dynamic Structured Neural Topic Model with Self-Attention Mechanism.
ACL (Findings)
Nozomu Miyamoto, Masaru Isonuma, Sho Takase, Junichiro Mori, Ichiro Sakata
2023 — conf
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation.
ACL (Findings)
Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2023 J jnl
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation.
CoRR
Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2022 — conf
Lexical Entailment with Hierarchy Representations by Deep Metric Learning.
EMNLP (Findings)
Naomi Sato, Masaru Isonuma, Kimitaka Asatani, Shoya Ishizuka, Aori Shimizu, Ichiro Sakata
2021 J jnl
Discovering Interdisciplinarily Spread Knowledge in the Academic Literature.
IEEE Access
Maiko Kamada, Kimitaka Asatani, Masaru Isonuma, Ichiro Sakata
2021 J jnl
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance.
CoRR
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2021 J jnl
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance.
Trans. Assoc. Comput. Linguistics
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2020 A* conf
Tree-Structured Neural Topic Model.
ACL
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
2019 — conf
Unsupervised Joint Learning for Headline Generation and Discourse Structure of Reviews.
JSAI
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2019 — conf
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking.
ACL (1)
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2019 J jnl
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking.
CoRR
Masaru Isonuma, Junichiro Mori, Ichiro Sakata
2017 A* conf
Extractive Summarization Using Multi-Task Learning with Document Classification.
EMNLP
Masaru Isonuma, Toru Fujino, Junichiro Mori, Yutaka Matsuo, Ichiro Sakata