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Enrique Noriega Atala
Computing Sciences Researcher IV
Computer Science
Map Page
Research Area
machine learning,
natural language processing,
information retrieval,
information extraction,
text mining,
data mining,
deep learning,
reinforcement learning,
biomedical research,
biological context
Grants
(1)
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Publications
(21)
Recent
Method and system for converting literature into a directed graph
2024
natural language processing,
graph theory,
information retrieval,
text mining,
machine learning
Active learning design choices for NER with transformers
2024
active learning,
machine learning,
natural language processing
Variable Extraction for Model Recovery in Scientific Literature
2024
information retrieval,
data mining,
natural language processing,
machine learning
When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context
2024
natural language processing,
machine learning,
information retrieval,
text mining,
deep learning
Proceedings of the 2nd Workshoon Pattern-based Approaches to NLP in the Age of DeeLearning
2023
nlp,
deep learning,
pattern-based approaches,
workshop proceedings,
machine learning
Visualizing Interaction Networks and Evidence in Biomedical Corpora
2023
network visualization,
biomedical evidence,
interaction networks,
biomedical corpora,
visualization techniques
Learning Open Domain Multi-hoSearch Using Reinforcement Learning
2022
reinforcement learning,
domain adaptation,
open domain,
multi-host search,
learning algorithms
Neural-Guided Program Synthesis of Information Extraction Rules Using Self-Supervision
2022
neural networks,
program synthesis,
information extraction,
self-supervision
Low resource causal event detection from biomedical literature
2022
biomedical literature,
event detection,
causal,
low resource,
detection
Proceedings of the First Workshoon Pattern-based Approaches to NLP in the Age of DeeLearning
2022
natural language processing,
deep learning,
pattern-based approaches,
workshop,
proceedings
Collaborations
(9)
Nirav Merchant
Mutual work: 1 Proposal
Collaboration Details
Janko Nikolich
Mutual work: 1 Proposal
Collaboration Details
Clayton Morrison
Mutual work: 1 Proposal﹒2 Techs
Collaboration Details
Mihai Surdeanu
Mutual work: 1 Supervisor﹒5 Proposals﹒2 Techs﹒1 Grant
Collaboration Details
Adarsh Pyarelal
Mutual work: 2 Proposals﹒1 Grant
Collaboration Details
Page 1 of 2
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Techs/Patents
(1)
Methods For Extracting And Assessing Information From Literature Documents
2024
·
Patent
8+ Collaborators
$290.1K / $1.5M Funding
20+ Publications
