Tomoya Mizumoto
20 papers · 2011–2025 · 7 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
(3)
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Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Deep Learning
(6)
Applications
(5)
Generation
(5)
Application Areas
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Core Methods
(4)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Speech & Audio
(3)
Learning Types Β· Machine Learning
(3)
Core AI
(2)
Learning Paradigms
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Recognition
(2)
Understanding
(2)
Keywords
grammatical error correction
(5)
natural language processing
(3)
text classification
(3)
short answer scoring
(2)
neural machine translation
(2)
dialogue system
(2)
neural network
(2)
short answer grading
(2)
automatic speech recognition
(2)
text editing
(1)
text generation
(1)
prosody analysis
(1)
semantic analysis
(1)
empirical study
(1)
attention mechanism
(1)
dialogue generation
(1)
synthetic data generation
(1)
direct preference optimization
(1)
educational technology
(1)
part-of-speech tagging
(1)
Papers
AC/DC: LLM-based Audio Comprehension via Dialogue Continuation
Interspeech 2025
Is Synthetic Data Truly Effective for Training Speech Language Models?
Interspeech 2025
OWSM-Biasing: Contextualizing Open Whisper-Style Speech Models for Automatic Speech Recognition with Dynamic Vocabulary
Interspeech 2025
Persona-Consistent Dialogue Generation via Pseudo Preference Tuning
COLING 2025
Dialogue Systems Can Generate Appropriate Responses without the Use of Question Marks?β a Study of the Effects of β?β for Spoken Dialogue Systems β
COLING 2024
Investigation of look-ahead techniques to improve response time in spoken dialogue system
Interspeech 2024
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond
NAACL 2024
Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation
ACL 2020
Analytic Score Prediction and Justification Identification in Automated Short Answer Scoring
ACL 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction
EMNLP 2019
Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models β Is Single-Corpus Evaluation Enough?
NAACL 2019
Inject Rubrics into Short Answer Grading System
EMNLP 2019
The AIP-Tohoku System at the BEA-2019 Shared Task
ACL 2019
A POS Tagging Model Adapted to Learner English
EMNLP 2018
Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems
IJCNLP 2017
Discriminative Reranking for Grammatical Error Correction with Statistical Machine Translation
NAACL 2016
NAIST at 2013 CoNLL Grammatical Error Correction Shared Task
CoNLL 2013
Joint English Spelling Error Correction and POS Tagging for Language Learners Writing
COLING 2012
The Effect of Learner Corpus Size in Grammatical Error Correction of ESL Writings
COLING 2012
Mining Revision Log of Language Learning SNS for Automated Japanese Error Correction of Second Language Learners
IJCNLP 2011