Pratheeksha Nair
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
named entity recognition
(2)
weakly supervised learning
(2)
human trafficking
(2)
person name extraction
(2)
adaptive sampling
(1)
synthetic data generation
(1)
locality sensitive hashing
(1)
markov chain
(1)
binary hashing
(1)
sequential sampling
(1)
markov chain sampling
(1)
clustering algorithm
(1)
node classification
(1)
approximation guarantee
(1)
labeling function
(1)
dimensionality reduction
(1)
synthetic dataset
(1)
adversarial text
(1)
dictionary expansion
(1)
contextualized language model
(1)
Papers
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking
AAAI 2024
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking
EMNLP 2023
Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking
ACL 2022
Scaling up Simhash
ACML 2020
A Faster Sampling Algorithm for Spherical k-means
ACML 2018