Silviu Paun
12 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15)
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
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Keyword Champion
(3)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(5)
Learning Types
(5)
Core Methods
(4)
Understanding
(4)
Artificial Intelligence
(3)
Core AI
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Resources & Methods
(1)
Keywords
coreference resolution
(6)
annotation aggregation
(3)
natural language processing
(3)
anaphora resolution
(2)
evaluation metric
(2)
corpus annotation
(2)
computational linguistics
(1)
text representation
(1)
transfer learning
(1)
weak supervision
(1)
label noise
(1)
euclidean distance
(1)
dataset bia
(1)
soft label
(1)
corpus linguistics
(1)
cross entropy
(1)
annotation quality
(1)
linguistic annotation
(1)
ground truth
(1)
computer vision
(1)
Papers
Soft metrics for evaluation with disagreements: an assessment
COLING 2024
Universal Anaphora: The First Three Years
COLING 2024
Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts
EACL 2023
Aggregating and Learning from Multiple Annotators
EACL 2021
Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning
NAACL 2021
Stay Together: A System for Single and Split-antecedent Anaphora Resolution
NAACL 2021
We Need to Consider Disagreement in Evaluation
ACL 2021
Free the Plural: Unrestricted Split-Antecedent Anaphora Resolution
COLING 2020
A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation
NAACL 2019
Crowdsourcing and Aggregating Nested Markable Annotations
ACL 2019
Proceedings of the First Workshop on Aggregating and Analysing Crowdsourced Annotations for NLP
EMNLP 2019
A Probabilistic Annotation Model for Crowdsourcing Coreference
EMNLP 2018