Maria Lomeli
8 papers · 2015–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Natural Language Processing
(5)
Learning Types
(4)
Generation
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Applications
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Mathematics
(1)
Keywords
few-shot learning
(2)
large language model
(2)
tool use
(2)
bayesian nonparametrics
(2)
language modeling
(2)
knowledge-intensive task
(2)
zero-shot learning
(2)
language model
(2)
posterior sampling
(1)
instruction tuning
(1)
markov chain monte carlo
(1)
nearest neighbor search
(1)
bayesian nonparametric model
(1)
feature allocation
(1)
latent feature model
(1)
mixture model
(1)
heterogeneous data
(1)
retrieval-augmented generation
(1)
retrieval augmentation
(1)
knowledge retrieval
(1)
Papers
EditEval: An Instruction-Based Benchmark for Text Improvements
CoNLL 2024
In-Context Pretraining: Language Modeling Beyond Document Boundaries
ICLR 2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
ICLR 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification
EMNLP 2024
Atlas: Few-shot Learning with Retrieval Augmented Language Models
JMLR 2023
Toolformer: Language Models Can Teach Themselves to Use Tools
NeurIPS 2023
General Latent Feature Models for Heterogeneous Datasets
JMLR 2020
A hybrid sampler for Poisson-Kingman mixture models
NeurIPS 2015