Rituraj Singh
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Resources & Methods
(2)
Computer Vision
(1)
Machine Learning
(1)
Analysis
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
science question answering
(2)
scene understanding
(1)
visual question answering
(1)
natural language inference
(1)
question answering
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
visual grounding
(1)
knowledge base
(1)
knowledge graph
(1)
language model
(1)
vision-language model
(1)
pre-trained language model
(1)
complex reasoning
(1)
language model fine-tuning
(1)
elastic weight consolidation
(1)
external knowledge
(1)
negation handling
(1)
dense passage retrieval
(1)
weight consolidation
(1)
Papers
From Perception to Reasoning: Enhancing Vision-Language Models for Mobile UI Understanding
ACL 2025
RG-VQA: Leveraging Retriever-Generator Pipelines for Knowledge Intensive Visual Question Answering
EMNLP 2025
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning
AAAI 2024
NLMs: Augmenting Negation in Language Models
EMNLP 2023