Kumiko Tanaka-Ishii
19 papers · 2000–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Ultra
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Core Methods
(4)
Deep Learning
(3)
Learning Types
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Interdisciplinary
(2)
Applications
(2)
Core AI
(2)
Linguistics
(2)
Models
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Keywords
language model
(3)
power law
(2)
statistical analysis
(1)
text generation
(1)
text analysis
(1)
multimodal learning
(1)
hierarchical clustering
(1)
price prediction
(1)
document retrieval
(1)
semantic representation
(1)
document clustering
(1)
importance sampling
(1)
mutual information
(1)
nonlinear function
(1)
natural language
(1)
text representation
(1)
portfolio optimization
(1)
kl divergence
(1)
word embedding
(1)
representation learning
(1)
Papers
Repeated Sequences Reveal Gaps between Large Language Models and Natural Language
ACL 2026
A New Formulation of Zipf’s Meaning-Frequency Law through Contextual Diversity
ACL 2025
Information-Theoretic Generative Clustering of Documents
AAAI 2025
Bottleneck-Minimal Indexing for Generative Document Retrieval
ICML 2024
FIRE: Semantic Field of Words Represented as Non-Linear Functions
NeurIPS 2022
Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization
ACL 2020
Taylor’s law for Human Linguistic Sequences
ACL 2018
Text Segmentation by Language Using Minimum Description Length
ACL 2012
Verb Temporality Analysis using Reichenbach’s Tense System
COLING 2012
Relational Lasso —An Improved Method Using the Relations Among Features—
IJCNLP 2011
Tree-Based Deterministic Dependency Parsing — An Application to Nivre’s Method —
ACL 2010
Multilingual Spectral Clustering Using Document Similarity Propagation
EMNLP 2009
Multilingual Text Entry using Automatic Language Detection
IJCNLP 2008
Unsupervised Segmentation of Chinese Text by Use of Branching Entropy
ACL 2006
Entropy as an Indicator of Context Boundaries: An Experiment Using a Web Search Engine
IJCNLP 2005
Acquiring Vocabulary for Predictive Text Entry through Dynamic Reuse of a Small User Corpus
ACL 2003
Kiwi: A Multilingual Usage Consultation Tool based on Internet Searching
ACL 2003
Entering Text with a Four-Button Device
COLING 2002
Multi-Agent Explanation Strategies in Real-Time Domains
ACL 2000