Maria Lomeli
9 papers · 2015–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (9) π Renaissance Researcher (5) π Interdisciplinary Bridge
π
Conference Polyglot
(5)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Trend Setter
β‘
Prolific Year
(5)
Conferences
EMNLP (2)
ICLR (2)
JMLR (2)
NIPS (2)
CONLL (1)
Top co-authors
Keywords
text editing
(2)
few-shot learning
(2)
tool use
(2)
large language model
(2)
bayesian nonparametrics
(2)
language modeling
(1)
posterior sampling
(1)
instruction tuning
(1)
markov chain monte carlo
(1)
feature allocation
(1)
latent feature model
(1)
mixture model
(1)
language model
(1)
heterogeneous datum
(1)
knowledge retrieval
(1)
fact checking
(1)
retrieval-augmented language model
(1)
text cohesion
(1)
api call
(1)
retrieval augmented language model
(1)
Papers
In-Context Pretraining: Language Modeling Beyond Document Boundaries
ICLR 2024
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
ICLR 2024
EditEval: An Instruction-Based Benchmark for Text Improvements
CONLL 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification
EMNLP 2024
EditEval: An Instruction-Based Benchmark for Text Improvements
EMNLP 2024
Atlas: Few-shot Learning with Retrieval Augmented Language Models
JMLR 2023
Toolformer: Language Models Can Teach Themselves to Use Tools
NIPS 2023
General Latent Feature Models for Heterogeneous Datasets
JMLR 2020
A hybrid sampler for Poisson-Kingman mixture models
NIPS 2015