José Cambronero
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Generation
(2)
Learning Types
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
code generation
(2)
in-context learning
(1)
text generation
(1)
text representation
(1)
incremental learning
(1)
program synthesis
(1)
human-computer interaction
(1)
data compression
(1)
demonstration learning
(1)
rule learning
(1)
diffusion model
(1)
synthetic data
(1)
pre-trained model
(1)
surrogate objective
(1)
model fine-tuning
(1)
tabular data
(1)
classification rule
(1)
token compression
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formula understanding
(1)
Papers
An empirical study of validating synthetic data for formula generation
NAACL 2025
EmFORE: Learning Email Folder Classification Rules by Demonstration
AAAI 2024
Encoding Spreadsheets for Large Language Models
EMNLP 2024
Solving Data-centric Tasks using Large Language Models
NAACL 2024
CodeFusion: A Pre-trained Diffusion Model for Code Generation
EMNLP 2023