Aleksandar Savkov

11 papers · 2019–2022 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 💎 Century Club (11) 🗃️ Keyword Collector (51)

Conferences

ACL (3) EACL (2) EMNLP (2) NAACL (2) ICLR (1) IJCNLP (1)

Top co-authors

Francesco Moramarco (7) Vitalii Zhelezniak (5) Alex Papadopoulos Korfiatis (5) Ehud Reiter (5) Nils Hammerla (4) April Shen (4) Anya Belz (3) Mark Perera (3) Damir Juric (2) Daniel Busbridge (2)

Keywords

word embedding (4) semantic similarity (4) text generation (3) correlation coefficient (3) text summarization (2) medical note generation (2) kernel methods (2) centered kernel alignment (2) consultation note (2) clinical documentation (2) human evaluation (2) pearson correlation (1) fact verification (1) clinical note (1) statistical estimation (1) reproducing kernel hilbert space (1) natural language generation (1) correlation analysis (1) sentence embedding (1) cosine similarity (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

Towards Objectively Evaluating the Quality of Generated Medical Summaries EACL 2021

A Preliminary Study on Evaluating Consultation Notes With Post-Editing EACL 2021

Estimating Mutual Information Between Dense Word Embeddings ACL 2020

Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors ICLR 2019

Correlations between Word Vector Sets IJCNLP 2019

Correlation Coefficients and Semantic Textual Similarity NAACL 2019

Correlations between Word Vector Sets EMNLP 2019