Dhananjay Ashok
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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The Questioner
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Trend Setter
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Applications
(4)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Generation
(1)
Models
(1)
Keywords
data augmentation
(2)
fact verification
(1)
selective prediction
(1)
neural network optimization
(1)
question answering
(1)
text generation
(1)
information retrieval
(1)
factual knowledge
(1)
synthetic data
(1)
loss landscape
(1)
document representation
(1)
synthetic data generation
(1)
gradient descent
(1)
mixed integer programming
(1)
knowledge distillation
(1)
semantic similarity
(1)
deep neural network
(1)
loss function
(1)
factual error correction
(1)
visual question answering
(1)
Papers
A Representation Sharpening Framework for Zero Shot Dense Retrieval
EACL 2026
A Little Human Data Goes A Long Way
ACL 2025
Can VLMs Recall Factual Associations From Visual References?
EMNLP 2025
The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction
EMNLP 2023
A Solver + Gradient Descent Training Algorithm for Deep Neural Networks
IJCAI 2022
Logic Guided Genetic Algorithms (Student Abstract)
AAAI 2021