Emmanouil Antonios Platanios
14 papers · 2016–2022 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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Keyword Collector
(76)
💎
Century Club · Bronze
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Unstoppable · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Natural Language Processing
(9)
Applications
(7)
Core AI
(7)
Understanding
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Learning Paradigms
(4)
Generation
(3)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Keywords
semantic parsing
(7)
neural network
(2)
curriculum learning
(2)
neural machine translation
(2)
agent system
(2)
conversational semantic parsing
(2)
bayesian inference
(1)
domain adaptation
(1)
semi-supervised learning
(1)
natural language inference
(1)
relation extraction
(1)
conversational ai
(1)
multilingual translation
(1)
attention mechanism
(1)
domain generalization
(1)
natural language understanding
(1)
task-oriented dialogue
(1)
named entity recognition
(1)
knowledge base
(1)
text classification
(1)
Papers
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
ACL 2022
Guided K-best Selection for Semantic Parsing Annotation
ACL 2022
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue
ACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
EMNLP 2022
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
NAACL 2021
Constrained Language Models Yield Few-Shot Semantic Parsers
EMNLP 2021
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
ICLR 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset
AAAI 2021
Value-Agnostic Conversational Semantic Parsing
ACL 2021
Contextual Parameter Generation for Knowledge Graph Link Prediction
AAAI 2020
Jelly Bean World: A Testbed for Never-Ending Learning
ICLR 2020
Competence-based Curriculum Learning for Neural Machine Translation
NAACL 2019
Contextual Parameter Generation for Universal Neural Machine Translation
EMNLP 2018
Estimating Accuracy from Unlabeled Data: A Bayesian Approach
ICML 2016