Anastasiia Sedova
5 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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The Questioner
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Computer Science
(1)
Deep Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
large language model
(2)
zero-shot learning
(1)
logistic regression
(1)
weakly supervised learning
(1)
semantic analysis
(1)
weak supervision
(1)
deep learning
(1)
gaussian process
(1)
noise reduction
(1)
deep learning model
(1)
clinical note
(1)
labeling function
(1)
knowledge graph completion
(1)
modular framework
(1)
temporal relation extraction
(1)
knowledge reliability
(1)
cold-start setting
(1)
heuristic rule
(1)
artificial label
(1)
threshold calibration
(1)
Papers
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
ACL 2024
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
EMNLP 2024
ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion
ACL 2023
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
EMNLP 2023
Knodle: Modular Weakly Supervised Learning with PyTorch
ACL 2021