Qiongqiong Liu
4 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Research topics
Keywords
knowledge tracing
(3)
student performance prediction
(3)
deep learning
(3)
cognitive representation
(1)
deep learning model
(1)
deep neural network
(1)
educational data mining
(1)
auxiliary information
(1)
student modeling
(1)
educational datum
(1)
educational dataset
(1)
knowledge state
(1)
knowledge component
(1)
representation learning
(1)
benchmark platform
(1)
cognitive modeling
(1)
item response theory
(1)
Papers
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information
NIPS 2023
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations
AAAI 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
ICLR 2023
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
NIPS 2022