Andrei Manolache
7 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
EMNLP (2)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
anomaly detection
(3)
benchmark dataset
(2)
natural language processing
(2)
text classification
(2)
authorship verification
(2)
message passing
(1)
distribution shift
(1)
out-of-distribution detection
(1)
unsupervised anomaly detection
(1)
text datum
(1)
forensic analysis
(1)
virtual node
(1)
graph rewiring
(1)
dark web
(1)
graph neural network
(1)
neural network
(1)
text style
(1)
named entities
(1)
text anomaly detection
(1)
unsupervised learning
(1)
Papers
Probabilistic Graph Rewiring via Virtual Nodes
NIPS 2024
Probabilistically Rewired Message-Passing Neural Networks
ICLR 2024
AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing
EMNLP 2023
Rethinking the Authorship Verification Experimental Setups
EMNLP 2022
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
NIPS 2022
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
NIPS 2022
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers
NAACL 2021