Karan Dua
5 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Rising Star
(5)
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Mega-Team · Legion
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Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI · Artificial Intelligence
(4)
Models
(4)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Keywords
large language model
(2)
synthetic data generation
(2)
multimodal large language model
(2)
multimodal learning
(2)
document understanding
(1)
visual reasoning
(1)
speech synthesis
(1)
multilingual corpus
(1)
vision-language model
(1)
visual context
(1)
multilingual data
(1)
evaluation benchmark
(1)
multimodal reasoning
(1)
multimodal model
(1)
visual understanding
(1)
language identification
(1)
text-to-speech synthesis
(1)
human annotation
(1)
model evaluation
(1)
data augmentation
(1)
Papers
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications
EMNLP 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
EMNLP 2025
SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models
ACL 2025