← Authors

Masahiro Kaneko

54 papers · 2017–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (80) πŸŒ‰ Interdisciplinary Bridge πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ‘₯ Mega-Team (26) πŸ† Keyword Champion (14) 🀝 Dynamic Duo (19) πŸ—ƒοΈ Keyword Collector (200) ❓ The Questioner ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ’Ž Century Club (53) πŸ”₯ Unstoppable (9)

Conferences

ACL (12) COLING (10) EMNLP (10) NAACL (6) EACL (5) AACL (4) AAAI (3) IJCNLP (3) IJCAI (1)

Top co-authors

Naoaki Okazaki (19) Mamoru Komachi (15) Danushka Bollegala (15) Timothy Baldwin (6) Aizhan Imankulova (5) Tosho Hirasawa (5) Kengo Hotate (5) Kentaro Inui (4) Ryuto Koike (4) Satoru Katsumata (3)

Research topics

Education (3)

Keywords

grammatical error correction (14) large language model (10) gender bia (8) neural machine translation (7) word embedding (7) text generation (5) social bia (5) bias evaluation (5) in-context learning (5) text classification (4) data augmentation (4) few-shot learning (3) masked language model (3) pre-trained language model (3) bias mitigation (3) online learning (2) language learning (2) reinforcement learning (2) visual context (2) low-resource language (2)

Papers

On the Alignment of Large Language Models with Global Human Opinion AAAI 2026
The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing COLING 2025
Sampling-based Pseudo-Likelihood for Membership Inference Attacks ACL 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization AACL 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025
An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025
Social Bias Evaluation for Large Language Models Requires Prompt Variations EMNLP 2025
Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities EMNLP 2025
Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning ACL 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction COLING 2024
Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels COLING 2024
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples AAAI 2024
Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024
In-Contextual Gender Bias Suppression for Large Language Models EACL 2024
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach EACL 2024
Reducing Sequence Length by Predicting Edit Spans with Large Language Models EMNLP 2023
Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples EACL 2023
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated IJCNLP 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods ACL 2023
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated AACL 2023
Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022
Interpretability for Language Learners Using Example-Based Grammatical Error Correction ACL 2022
Debiasing Isn’t Enough! – on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks COLING 2022
IMPARA: Impact-Based Metric for GEC Using Parallel Data COLING 2022
Gender Bias in Meta-Embeddings EMNLP 2022
NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022
Gender Bias in Masked Language Models for Multiple Languages NAACL 2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization NAACL 2022
Debiasing Pre-trained Contextualised Embeddings EACL 2021
Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation NAACL 2021
Dictionary-based Debiasing of Pre-trained Word Embeddings EACL 2021
Comparison of Grammatical Error Correction Using Back-Translation Models NAACL 2021
Autoencoding Improves Pre-trained Word Embeddings COLING 2020
English-to-Japanese Diverse Translation by Combining Forward and Backward Outputs ACL 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020
Generating Diverse Corrections with Local Beam Search for Grammatical Error Correction COLING 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020
Towards Multimodal Simultaneous Neural Machine Translation EMNLP 2020
Translation of New Named Entities from English to Chinese AACL 2020
TMU Japanese-English Multimodal Machine Translation System for WAT 2020 AACL 2020
SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction COLING 2020
Cross-lingual Transfer Learning for Grammatical Error Correction COLING 2020
Gender-preserving Debiasing for Pre-trained Word Embeddings ACL 2019
Controlling Grammatical Error Correction Using Word Edit Rate ACL 2019
Japanese-Russian TMU Neural Machine Translation System using Multilingual Model for WAT 2019 EMNLP 2019
Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models β€” Is Single-Corpus Evaluation Enough? NAACL 2019
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track ACL 2019
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language ACL 2019
TMU System for SLAM-2018 NAACL 2018
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings IJCNLP 2017