Arash Einolghozati
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Trend Setter
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Research topics
Natural Language Processing
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Core AI
(4)
Generation
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Keywords
text generation
(2)
knowledge distillation
(2)
few-shot learning
(1)
information bottleneck
(1)
multilingual nlp
(1)
data augmentation
(1)
extractive summarization
(1)
semantic parsing
(1)
out-of-domain detection
(1)
dense retrieval
(1)
likelihood ratio
(1)
memory efficiency
(1)
language model
(1)
pre-trained model
(1)
end-to-end learning
(1)
sequence-to-sequence model
(1)
dialogue system
(1)
abstractive summarization
(1)
cross-lingual model
(1)
evidence extraction
(1)
Papers
Small But Funny: A Feedback-Driven Approach to Humor Distillation
ACL 2024
A Study on the Efficiency and Generalization of Light Hybrid Retrievers
ACL 2023
EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle
EMNLP 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing
EACL 2021
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog
AAAI 2020
Sound Natural: Content Rephrasing in Dialog Systems
EMNLP 2020