Ollie Liu
7 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird β The Questioner
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Core Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Domain-Specific
(1)
Foundations
(1)
Generation
(1)
Keywords
large language model
(2)
benchmark evaluation
(1)
decision making
(1)
uncertainty quantification
(1)
in-context learning
(1)
syntactic parsing
(1)
language modeling
(1)
visual grounding
(1)
cross-modal transfer
(1)
conditional mutual information
(1)
constituency parsing
(1)
k-nearest neighbor
(1)
diffusion model
(1)
inductive bia
(1)
vision-language model
(1)
multimodal large language model
(1)
mechanistic interpretability
(1)
sparse autoencoder
(1)
denoising model
(1)
steering vector
(1)
Papers
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models
ACL 2026
DeLLMa: Decision Making Under Uncertainty with Large Language Models
ICLR 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles
NAACL 2025
Interpretable Diffusion via Information Decomposition
ICLR 2024
On Retrieval Augmentation and the Limitations of Language Model Training
NAACL 2024
Approximating CKY with Transformers
EMNLP 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model
NeurIPS 2023