Emmanouil Antonios Platanios

New York University — United States

Computer Science · Physical Sciences

13h-index1.4kcitations38works0.02yr avg
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Research Topics

Topic Modeling(24), Natural Language Processing Techniques(21), Multimodal Machine Learning Applications(7), Advanced Graph Neural Networks(5), Machine Learning and Data Classification(5)

Publications38 total

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
arXiv (Cornell University)·2022Open Access
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 4 citedOpen Access
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
2022· 2 citedOpen Access
Guided K-best Selection for Semantic Parsing Annotation
2022· 1 citedOpen Access
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
Open MIND·2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 13 citedOpen Access
Coarse-to-Fine Curriculum Learning
arXiv (Cornell University)·2021· 3 citedOpen Access
Re-TACRED: Addressing Shortcomings of the TACRED Dataset
Proceedings of the AAAI Conference on Artificial Intelligence·2021· 32 citedOpen Access
HyperDynamics: Generating Expert Dynamics Models by Observation
International Conference on Learning Representations·2021· 1 cited
Constrained Language Models Yield Few-Shot Semantic Parsers
arXiv (Cornell University)·2021· 2 citedOpen Access
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
arXiv (Cornell University)·2021· 3 citedOpen Access
Constrained Language Models Yield Few-Shot Semantic Parsers
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing·2021· 130 citedOpen Access
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
2021· 34 citedOpen Access
Value-Agnostic Conversational Semantic Parsing
2021· 9 citedOpen Access
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction
arXiv (Cornell University)·2020· 2 citedOpen Access
Learning from Imperfect Annotations
arXiv (Cornell University)·2020· 3 citedOpen Access
Contextual Parameter Generation for Knowledge Graph Link Prediction
Proceedings of the AAAI Conference on Artificial Intelligence·2020· 31 citedOpen Access
Jelly Bean World: A Testbed for Never-Ending Learning
arXiv (Cornell University)·2020· 7 citedOpen Access
Jelly Bean World: A Testbed for Never-Ending Learning
arXiv (Cornell University)·2020· 3 citedOpen Access
Learning from Imperfect Annotations: An End-to-End Approach
2019· 1 cited
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Frequent Co-authors

Tom M. Mitchell(13), Sam Thomson(8), Adam Pauls(8), Barnabás Póczos(6), Abulhair Saparov(5), Otilia Stretcu(5), Graham Neubig(5), Jason Eisner(5), Benjamin Van Durme(5), Subhro Roy(4), Bryan Kisiel(3), Ndapa Nakashole(3), Derry Wijaya(3), Charles Chen(3), Dan Klein(3), Jacob Andreas(3), George Stoica(3), Sotirios Chatzis(3), Yu Su(3), Bishan Yang(2)