Shravan Nayak
9 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Models
(3)
Analysis
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Robotics
(1)
Capabilities
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
prompt engineering
(2)
benchmark suite
(1)
neural machine translation
(1)
direct preference optimization
(1)
machine translation
(1)
multilingual machine translation
(1)
visual question answering
(1)
multimodal learning
(1)
document understanding
(1)
code generation
(1)
model architecture
(1)
text-to-image generation
(1)
adversarial robustness
(1)
action prediction
(1)
low-resource language
(1)
adversarial attack
(1)
pre-trained model
(1)
text-to-image model
(1)
vision-language model
(1)
benchmark evaluation
(1)
Papers
Grammar Search for Multi-Agent Systems
ACL 2026
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
EMNLP 2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
ICML 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
ICML 2025
Benchmarking Vision Language Models for Cultural Understanding
EMNLP 2024
Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design
EMNLP 2024
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
ACL 2022
The Two Shades of Dubbing in Neural Machine Translation
COLING 2020