Takuya Matsuzaki
28 papers · 2003–2025 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Dynamic Duo
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The Questioner
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Natural Language Processing
(5)
Artificial Intelligence
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Deep Learning
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Interdisciplinary
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Machine Learning
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Core AI
(2)
Linguistics
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Optimization & Theory
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Understanding
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Knowledge & Reasoning
(1)
Architectures
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Core Methods
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Generation
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Learning Paradigms
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Keywords
attention mechanism
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machine translation
(1)
question answering
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neural machine translation
(1)
text generation
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semantic parsing
(1)
information retrieval
(1)
semantic analysis
(1)
passage retrieval
(1)
coreference resolution
(1)
syntactic analysis
(1)
speaker embedding
(1)
diffusion model
(1)
positional encoding
(1)
position embedding
(1)
masked language modeling
(1)
word embedding
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anaphora resolution
(1)
entity coreference
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mathematical reasoning
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Papers
ARxHYOKA at TAQEEM2025: Comparative Approaches to Arabic Essay Trait Scoring
EMNLP 2025
Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation
EMNLP 2025
Timestep Embeddings Trigger Collapse in Diffusion Text Generation
CoNLL 2025
Absolute Position Embedding Learns Sinusoid-like Waves for Attention Based on Relative Position
EMNLP 2023
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering
IJCNLP 2017
Coreference Resolution on Math Problem Text in Japanese
IJCNLP 2017
Semantic Parsing of Pre-university Math Problems
ACL 2017
Evaluating Machine Translation Systems with Second Language Proficiency Tests
ACL 2015
Logical Inference on Dependency-based Compositional Semantics
ACL 2014
Integrating Multiple Dependency Corpora for Inducing Wide-coverage Japanese CCG Resources
ACL 2013
The Complexity of Math Problems – Linguistic, or Computational?
IJCNLP 2013
Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation
ACL 2012
Coordination Structure Analysis using Dual Decomposition
EACL 2012
Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese
ACL 2012
Effective Use of Function Words for Rule Generalization in Forest-Based Translation
ACL 2011
Exploring Difficulties in Parsing Imperatives and Questions
IJCNLP 2011
Incremental Joint POS Tagging and Dependency Parsing in Chinese
IJCNLP 2011
A Simple Approach for HPSG Supertagging Using Dependency Information
NAACL 2010
Fine-Grained Tree-to-String Translation Rule Extraction
ACL 2010
Forest-guided Supertagger Training
COLING 2010
Semi-automatically Developing Chinese HPSG Grammar from the Penn Chinese Treebank for Deep Parsing
COLING 2010
A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information
NAACL 2009
Deterministic Shift-Reduce Parsing for Unification-Based Grammars by Using Default Unification
EACL 2009
Comparative Parser Performance Analysis across Grammar Frameworks through Automatic Tree Conversion using Synchronous Grammars
COLING 2008
Task-oriented Evaluation of Syntactic Parsers and Their Representations
ACL 2008
Extremely Lexicalized Models for Accurate and Fast HPSG Parsing
EMNLP 2006
Probabilistic CFG with Latent Annotations
ACL 2005
An efficient clustering algorithm for class-based language models
CoNLL 2003