Ryosuke Kohita
11 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33)
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Natural Language Processing
(7)
Machine Learning
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Artificial Intelligence
(5)
Core AI
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Deep Learning
(4)
Reinforcement Learning
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
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Keywords
reinforcement learning
(3)
neuro-symbolic reasoning
(2)
dependency parsing
(2)
text-based game
(2)
information retrieval
(1)
feature selection
(1)
ensemble learning
(1)
syntactic parsing
(1)
interactive learning
(1)
universal dependencies
(1)
in-context learning
(1)
first-order logic
(1)
text summarization
(1)
hierarchical representation
(1)
incremental parsing
(1)
attention mechanism
(1)
distributional semantics
(1)
tree structure
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language model
(1)
few-shot learning
(1)
Papers
Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment Analysis
SemEval 2026
Language-based General Action Template for Reinforcement Learning Agents
ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
Polar Embedding
CoNLL 2021
Interactive Construction of User-Centric Dictionary for Text Analytics
ACL 2020
Q-learning with Language Model for Edit-based Unsupervised Summarization
EMNLP 2020
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
EMNLP 2020
A neural parser as a direct classifier for head-final languages
ACL 2018
Dynamic Feature Selection with Attention in Incremental Parsing
COLING 2018
Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing
EACL 2017