Kevin P. Yancey
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Education
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
item response theory
(2)
text classification
(1)
parameter estimation
(1)
generalized linear model
(1)
model reliability
(1)
automated essay scoring
(1)
adaptive testing
(1)
essay scoring
(1)
automated writing evaluation
(1)
cefr scale
(1)
proficiency assessment
(1)
bidirectional encoder representations from transformer
(1)
educational assessment
(1)
second language learning
(1)
llm-generated text detection
(1)
difficulty estimation
(1)
language proficiency
(1)
language assessment
(1)
second language learner
(1)
large language model
(1)
Papers
BERT-IRT: Accelerating Item Piloting with BERT Embeddings and Explainable IRT Models
NAACL 2024
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests
EMNLP 2024
Rating Short L2 Essays on the CEFR Scale with GPT-4
ACL 2023
Jump-Starting Item Parameters for Adaptive Language Tests
EMNLP 2021