Daniil Cherniavskii
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π
Trend Setter
Conferences
EMNLP (2)
ICLR (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(3)
attention map
(2)
prosody analysis
(1)
speech processing
(1)
bert model
(1)
linguistic knowledge
(1)
intrinsic dimension
(1)
speech classification
(1)
interpretable feature
(1)
text detection
(1)
linguistic analysis
(1)
minimal pair
(1)
ai-generated text
(1)
hubert model
(1)
transformer attention
(1)
model introspection
(1)
acceptability judgment
(1)
artificial text detection
(1)
feature extraction
(1)
statistical separation
(1)
Papers
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
NIPS 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