Maunendra Desarkar
6 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Artificial Intelligence
(5)
Machine Learning
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Natural Language Processing
(5)
Learning Paradigms · Artificial Intelligence
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Learning Types
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Applications
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Generation
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Deep Learning
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Core AI
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Learning Paradigms · Machine Learning
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Resources & Methods
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Keywords
low-resource language
(4)
zero-shot learning
(3)
cross-lingual transfer
(3)
text generation
(2)
natural language generation
(2)
unsupervised learning
(2)
dialogue state tracking
(1)
belief state
(1)
latent representation
(1)
semantic embedding
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noise injection
(1)
evaluation metric
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latent space geometry
(1)
zero-shot translation
(1)
language technology
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lexical similarity
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joint goal accuracy
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adversarial autoencoder
(1)
language clustering
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zero-shot cross-lingual transfer
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Papers
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
EACL 2024
SelectNoise: Unsupervised Noise Injection to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
EMNLP 2023
Towards Low-resource Language Generation with Limited Supervision
EMNLP 2023
Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
ACL 2022
Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances
ACL 2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer
NAACL 2022