Kevin P. Yancey
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
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Taxonomy Completionist
(14)
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Conferences
EMNLP (2)
ACL (1)
NAACL (1)
Top co-authors
Research topics
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
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests
EMNLP 2024
BERT-IRT: Accelerating Item Piloting with BERT Embeddings and Explainable IRT Models
NAACL 2024
Rating Short L2 Essays on the CEFR Scale with GPT-4
ACL 2023
Jump-Starting Item Parameters for Adaptive Language Tests
EMNLP 2021