Tim Klinger
11 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint 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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Keyword Collector
(54)
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Trend Setter
π
Conference Pioneer
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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The Questioner
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Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(5)
Core Methods
(4)
Natural Language Processing
(3)
Applications
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Reinforcement Learning
(2)
Architectures
(2)
Methods
(2)
Optimization & Theory
(2)
Application Areas
(1)
Learning Paradigms
(1)
Keywords
neural network
(3)
compositional generalization
(3)
multi-agent reinforcement learning
(1)
catastrophic forgetting
(1)
multi-task learning
(1)
online learning
(1)
semantic parsing
(1)
abstract representations
(1)
autoregressive generation
(1)
passage retrieval
(1)
sample complexity
(1)
reading comprehension
(1)
feature importance
(1)
natural language understanding
(1)
natural language inference
(1)
reinforcement learning
(1)
memory efficiency
(1)
pre-trained model
(1)
zero-shot generalization
(1)
representation learning
(1)
Papers
Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations
AAAI 2025
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
EACL 2024
What Makes Models Compositional? A Theoretical View
IJCAI 2024
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
ACL 2023
Compositional generalization through abstract representations in human and artificial neural networks
NeurIPS 2022
Efficient Black-Box Planning Using Macro-Actions with Focused Effects
IJCAI 2021
RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract)
AAAI 2021
Recursive Routing Networks: Learning to Compose Modules for Language Understanding
NAACL 2019
Scalable Recollections for Continual Lifelong Learning
AAAI 2019
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering
ICLR 2018
Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning
ICLR 2018