Rahul Kumar
11 papers · 2003–2024 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Topic Evolution
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Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
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Trend Setter
π
Conference Pioneer
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Renaissance Researcher
(7)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(63)
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Applications Β· Natural Language Processing
(4)
Computer Science
(3)
Deep Learning
(3)
Speech & Audio
(3)
Applications Β· Computer Science
(3)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Recognition
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Keywords
text classification
(2)
representation learning
(1)
data augmentation
(1)
multi-task learning
(1)
feature clustering
(1)
natural language inference
(1)
image classification
(1)
speech recognition
(1)
semantic parsing
(1)
speech transcription
(1)
dimensionality reduction
(1)
machine learning
(1)
feature invariance
(1)
bug localization
(1)
program analysis
(1)
acoustic model
(1)
recurrent neural network
(1)
language model
(1)
pre-trained language model
(1)
information theory
(1)
Papers
A Dataset and Two-pass System for Reading Miscue Detection
Interspeech 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain
NAACL 2024
Logarithmic Lenses: Exploring Log RGB Data for Image Classification
CVPR 2024
Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems
ACL 2024
NLMs: Augmenting Negation in Language Models
EMNLP 2023
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays
NAACL 2022
Rex: Preventing Bugs and Misconfiguration in Large Services Using Correlated Change Analysis
NSDI 2020
Orca: Differential Bug Localization in Large-Scale Services
OSDI 2018
On Employing a Highly Mismatched Crowd for Speech Transcription
Interspeech 2016
Adtributor: Revenue Debugging in Advertising Systems
NSDI 2014
A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification
JMLR 2003