Florin Brad
7 papers · 2017–2022 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Natural Language Processing
(3)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Applications Β· Computer Science
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Generation
(2)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Keywords
natural language interface
(3)
authorship verification
(2)
semantic parsing
(2)
anomaly detection
(2)
self-supervised learning
(1)
attention mechanism
(1)
text analysis
(1)
bias detection
(1)
distribution shift
(1)
benchmark dataset
(1)
out-of-distribution detection
(1)
unsupervised anomaly detection
(1)
database query
(1)
text data
(1)
sequence-to-sequence model
(1)
neural model
(1)
schema linking
(1)
forensic analysis
(1)
dark web
(1)
neural network
(1)
Papers
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
NeurIPS 2022
Rethinking the Authorship Verification Experimental Setups
EMNLP 2022
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
NeurIPS 2022
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers
NAACL 2021
Neural Approaches for Natural Language Interfaces to Databases: A Survey
COLING 2020
Natural Language Interface for Databases Using a Dual-Encoder Model
COLING 2018
Dataset for a Neural Natural Language Interface for Databases (NNLIDB)
IJCNLP 2017