Albert Q. Jiang
5 papers · 2024–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Knowledge & Reasoning
(2)
Generation
(2)
Models
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
transfer learning
(3)
large language model
(3)
information retrieval
(2)
mathematical reasoning
(2)
contrastive learning
(2)
taxonomy construction
(1)
graph embedding
(1)
semantic similarity
(1)
knowledge graph
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
tool use
(1)
formal mathematics
(1)
automated theorem proving
(1)
text embedding
(1)
formal language
(1)
ontology learning
(1)
taxonomic backbone
(1)
structural integrity
(1)
language model fine-tuning
(1)
Papers
End-to-End Ontology Learning with Large Language Models
NeurIPS 2024
Llemma: An Open Language Model for Mathematics
ICLR 2024
Magnushammer: A Transformer-Based Approach to Premise Selection
ICLR 2024
Multi-language Diversity Benefits Autoformalization
NeurIPS 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
NeurIPS 2024