Konstantine Arkoudas
9 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🧬 Topic Evolution
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Learning Paradigms
(4)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Applications
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Speech & Audio
(1)
Architectures
(1)
Keywords
semantic parsing
(5)
few-shot learning
(3)
zero-shot learning
(3)
large language model
(2)
transfer learning
(2)
task-oriented parsing
(2)
sequence-to-sequence model
(2)
natural language understanding
(2)
low-resource learning
(2)
automatic speech recognition
(1)
intent classification
(1)
spoken language understanding
(1)
paraphrase generation
(1)
weak supervision
(1)
automated reasoning
(1)
natural language
(1)
convolutional neural network
(1)
end-to-end learning
(1)
real-time inference
(1)
reasoning model
(1)
Papers
Stress-Testing the Reasoning Competence of Language Models With Formal Proofs
EMNLP 2025
Low-Resource Compositional Semantic Parsing with Concept Pretraining
EACL 2023
Compositional Task-Oriented Parsing as Abstractive Question Answering
NAACL 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing
NAACL 2022
Training Naturalized Semantic Parsers with Very Little Data
IJCAI 2022
Combining Weakly Supervised ML Techniques for Low-Resource NLU
NAACL 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding
AAAI 2021
Delexicalized Paraphrase Generation
COLING 2020
Grammatical Sequence Prediction for Real-Time Neural Semantic Parsing
ACL 2019