Aleksandar Savkov
10 papers · 2019–2022 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird ποΈ Keyword Collector (53)
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Healthcare & Medicine
(5)
Natural Language Processing
(5)
Clinical
(5)
Core AI
(5)
Core Methods
(5)
Generation
(4)
Learning Types
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Mathematics
(2)
Data Science & Analytics
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
word embedding
(4)
semantic similarity
(3)
text generation
(3)
correlation coefficient
(2)
semantic textual similarity
(2)
clinical documentation
(2)
medical note generation
(2)
consultation note
(2)
text summarization
(2)
human evaluation
(2)
pearson correlation
(1)
fact verification
(1)
statistical estimation
(1)
evaluation metric
(1)
reproducing kernel hilbert space
(1)
natural language generation
(1)
cosine similarity
(1)
mutual information
(1)
sentence embedding
(1)
clinical note
(1)
Papers
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation
EMNLP 2022
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation
ACL 2022
PriMock57: A Dataset Of Primary Care Mock Consultations
ACL 2022
User-Driven Research of Medical Note Generation Software
NAACL 2022
A Preliminary Study on Evaluating Consultation Notes With Post-Editing
EACL 2021
Towards Objectively Evaluating the Quality of Generated Medical Summaries
EACL 2021
Estimating Mutual Information Between Dense Word Embeddings
ACL 2020
Correlation Coefficients and Semantic Textual Similarity
NAACL 2019
Correlations between Word Vector Sets
EMNLP 2019
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors
ICLR 2019