Daniil Cherniavskii
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Machine Learning
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topological data analysis
(3)
attention map
(2)
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prosody analysis
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speech processing
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bert model
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linguistic knowledge
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intrinsic dimension
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speech classification
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latent representation
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text detection
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linguistic analysis
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minimal pair
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ai-generated text
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hubert model
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transformer attention
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Papers
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NeurIPS 2023
Learning topology-preserving data representations
ICLR 2023
Topological Data Analysis for Speech Processing
Interspeech 2023
Acceptability Judgements via Examining the Topology of Attention Maps
EMNLP 2022
Artificial Text Detection via Examining the Topology of Attention Maps
EMNLP 2021