Victoria Yaneva
13 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Diamond 🗺️ Taxonomy Completionist (25)
🏆
Keyword Champion
(2)
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Keyword Collector
(73)
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Century Club · Bronze
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Unstoppable · Bronze
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Core Methods
(8)
Natural Language Processing
(7)
Interdisciplinary
(6)
Applications
(5)
Application Areas
(4)
Education
(4)
Artificial Intelligence
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Keywords
difficulty prediction
(3)
medical education
(3)
transfer learning
(2)
item difficulty prediction
(2)
question answering
(2)
natural language processing
(2)
linguistic feature
(2)
text classification
(2)
short answer grading
(2)
item response theory
(2)
automated scoring
(2)
clinical note
(2)
medical exam
(2)
eye tracking
(1)
educational technology
(1)
natural language understanding
(1)
adversarial training
(1)
feature extraction
(1)
adversarial robustness
(1)
semantic similarity
(1)
Papers
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability
ACL 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems
ACL 2025
Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice
NAACL 2024
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions
NAACL 2024
ACTA: Short-Answer Grading in High-Stakes Medical Exams
ACL 2023
The USMLE® Step 2 Clinical Skills Patient Note Corpus
NAACL 2022
Using Linguistic Features to Predict the Response Process Complexity Associated with Answering Clinical MCQs
EACL 2021
Automated Prediction of Examinee Proficiency from Short-Answer Questions
COLING 2020
Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning
ACL 2020
Predicting the Difficulty of Multiple Choice Questions in a High-stakes Medical Exam
ACL 2019
Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval
NAACL 2018
Classifying Referential and Non-referential It Using Gaze
EMNLP 2018
Computational considerations of comparisons and similes
ACL 2013