György Szarvas
15 papers · 2007–2024 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 💎 Century Club · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Applications
(3)
Core AI
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
multi-task learning
(1)
few-shot learning
(1)
sentiment analysis
(1)
text classification
(1)
model calibration
(1)
preference learning
(1)
knowledge distillation
(1)
cross-lingual transfer
(1)
task-oriented dialogue
(1)
neural architecture
(1)
class imbalance
(1)
out-of-distribution detection
(1)
semantic clustering
(1)
uncertainty estimation
(1)
zero-shot transfer
(1)
cross-entropy loss
(1)
pre-trained language model
(1)
focal loss
(1)
hierarchical sampling
(1)
zero-shot learning
(1)
Papers
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems
EMNLP 2024
Few Shot Rationale Generation using Self-Training with Dual Teachers
ACL 2023
Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study
EMNLP 2022
Deploying a Retrieval based Response Model for Task Oriented Dialogues
EMNLP 2022
Transformer Uncertainty Estimation with Hierarchical Stochastic Attention
AAAI 2022
The Multilingual Amazon Reviews Corpus
EMNLP 2020
Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels
EMNLP 2017
Learning to Rank Lexical Substitutions
EMNLP 2013
Supervised All-Words Lexical Substitution using Delexicalized Features
NAACL 2013
Uncertainty Detection for Natural Language Watermarking
IJCNLP 2013
Proceedings of the Fourteenth Conference on Computational Natural Language Learning – Shared Task
CoNLL 2010
The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language Text
CoNLL 2010
TUD: Semantic Relatedness for Relation Classification
SemEval 2010
Hedge Classification in Biomedical Texts with a Weakly Supervised Selection of Keywords
ACL 2008
GYDER: Maxent Metonymy Resolution
SemEval 2007