Daiki Kimura
14 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (9) π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
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(11)
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(6)
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Conference Pioneer
π₯
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(5)
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Century Club
(14)
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Keyword Collector
(60)
Conferences
ACL (5)
EMNLP (5)
IJCNLP (2)
NIPS (1)
WACV (1)
Top co-authors
Keywords
text-based game
(8)
reinforcement learning
(7)
neuro-symbolic reasoning
(4)
policy learning
(3)
logical neural network
(3)
neuro-symbolic method
(2)
interpretable policy
(2)
neuro-symbolic learning
(2)
symbolic rule learning
(2)
few-shot learning
(1)
factuality evaluation
(1)
self-supervised learning
(1)
feature learning
(1)
explainable ai
(1)
semantic segmentation
(1)
decision making
(1)
world model
(1)
anomaly detection
(1)
semi-supervised learning
(1)
pixel classification
(1)
Papers
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
NIPS 2024
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis
ACL 2023
DiffG-RL: Leveraging Difference between Environment State and Common Sense
EMNLP 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
Neuro-Symbolic Approaches for Text-Based Policy Learning
EMNLP 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Language-based General Action Template for Reinforcement Learning Agents
ACL 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
IJCNLP 2021
Language-based General Action Template for Reinforcement Learning Agents
IJCNLP 2021
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020
Adversarial Discriminative Attention for Robust Anomaly Detection
WACV 2020