Kevin Liu
9 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π₯
Mega-Team
(24)
β
The Questioner
(2)
Conferences
ACL (2)
ICLR (2)
EMNLP (1)
ICML (1)
IJCNLP (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
tree-based model
(3)
word embedding
(3)
feature engineering
(2)
lexical complexity prediction
(2)
lexical complexity
(2)
visual reasoning
(1)
gradient boosting
(1)
regression analysis
(1)
ensemble method
(1)
inductive bia
(1)
language model
(1)
energy-based model
(1)
vision-language model
(1)
world model
(1)
linear model
(1)
neuro-symbolic architecture
(1)
internal representation
(1)
inference time
(1)
concept acquisition
(1)
task complexity
(1)
Papers
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
ICLR 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
ICLR 2025
Model-agnostic Measure of Generalization Difficulty
ICML 2023
Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness?
EMNLP 2023
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
NIPS 2022
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings
ACL 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings
IJCNLP 2021
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings
SEMEVAL 2021