Akash Ghosh
15 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (36) 🤝 Dynamic Duo (13) 💎 Century Club · Bronze
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The Questioner
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(13)
Core AI
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Natural Language Processing
(10)
Deep Learning
(6)
Machine Learning
(6)
Applications
(5)
Resources & Methods
(5)
Computer Vision
(3)
Healthcare & Medicine
(3)
Clinical
(3)
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(2)
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Keywords
large language model
(6)
multimodal learning
(4)
zero-shot learning
(3)
low-resource language
(2)
benchmark evaluation
(2)
few-shot learning
(2)
multilingual benchmark
(2)
vision-language model
(2)
cultural understanding
(2)
indian culture
(2)
multilingual reasoning
(2)
medical imaging
(2)
document understanding
(1)
curriculum learning
(1)
text generation
(1)
question answering
(1)
domain adaptation
(1)
in-context learning
(1)
clinical diagnosis
(1)
multilingual nlp
(1)
Papers
CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning
ACL 2026
When Background Matters: Breaking Medical Vision Language Models by Transferable Attack
ACL 2026
A Survey of Multilingual Reasoning in Language Models
EMNLP 2025
DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models’ Understanding on Indian Culture
EMNLP 2025
Infogen: Generating Complex Statistical Infographics from Documents
ACL 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports
EMNLP 2025
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
EMNLP 2025
RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
EMNLP 2025
SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models’ Knowledge of Indian Culture
ACL 2025
A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
EMNLP 2024
CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare
AAAI 2024
From Sights to Insights: Towards Summarization of Multimodal Clinical Documents
ACL 2024
HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues
EMNLP 2024
How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset
COLING 2024
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
NAACL 2024