Florin Brad
7 papers · 2017–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
π±
Topic Pioneer
π
Trend Setter
Conferences
COLING (2)
NIPS (2)
EMNLP (1)
IJCNLP (1)
NAACL (1)
Top co-authors
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 datum
(1)
sequence-to-sequence model
(1)
neural model
(1)
schema linking
(1)
forensic analysis
(1)
dark web
(1)
neural network
(1)
Papers
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
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