Sandaru Seneviratne
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Deep Learning
(3)
Core Methods
(3)
Generation
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Artificial Intelligence
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
contextual embedding
(2)
lexical substitution
(2)
lexical simplification
(2)
supervised learning
(1)
paraphrase generation
(1)
semantic consistency
(1)
text simplification
(1)
data quality
(1)
text embedding
(1)
word embedding
(1)
sentence embedding
(1)
parallel dataset
(1)
unsupervised method
(1)
contextual word embedding
(1)
large language model
(1)
neural network
(1)
triplet network
(1)
acronym disambiguation
(1)
contextual sentence embedding
(1)
generative ai model
(1)
Papers
ANU at MLSP-2024: Prompt-based Lexical Simplification for English and Sinhala
NAACL 2024
CILex: An Investigation of Context Information for Lexical Substitution Methods
COLING 2022
CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification
EMNLP 2022
Improving Text Simplification with Factuality Error Detection
EMNLP 2022
m-Networks: Adapting the Triplet Networks for Acronym Disambiguation
NAACL 2022