Rakesh R. Menon
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Understanding
(1)
Keywords
few-shot learning
(2)
text classification
(2)
semi-supervised learning
(1)
curriculum learning
(1)
weakly supervised learning
(1)
data augmentation
(1)
prompt engineering
(1)
named entity recognition
(1)
supervised learning
(1)
prompt-based learning
(1)
natural language understanding
(1)
weak supervision
(1)
motion segmentation
(1)
convolutional neural network
(1)
language model
(1)
zero-shot classification
(1)
language model fine-tuning
(1)
geometric constraint
(1)
inductive learning
(1)
linguistic quantifier
(1)
Papers
CoAug: Combining Augmentation of Labels and Labelling Rules
ACL 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning
ACL 2023
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations
ACL 2022
Improving and Simplifying Pattern Exploiting Training
EMNLP 2021
The Best of Both Worlds: Combining CNNs and Geometric Constraints for Hierarchical Motion Segmentation
CVPR 2018