Akash Ghosh
15 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
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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
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cultural understanding
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indian culture
(2)
multilingual reasoning
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medical imaging
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document understanding
(1)
curriculum learning
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text generation
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question answering
(1)
domain adaptation
(1)
in-context learning
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clinical diagnosis
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multilingual nlp
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Papers
When Background Matters: Breaking Medical Vision Language Models by Transferable Attack
ACL 2026
CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning
ACL 2026
SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models’ Knowledge of Indian Culture
ACL 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
A Survey of Multilingual Reasoning in Language Models
EMNLP 2025
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
NAACL 2024
How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset
COLING 2024
HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues
EMNLP 2024
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