Search Results - "Amadeus, Patrick"
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Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models
Published 23-09-2024“…Natural Language Explanation (NLE) aims to elucidate the decision-making process by providing detailed, human-friendly explanations in natural language. It…”
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ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
Published 13-06-2024“…Performance prediction is a method to estimate the performance of Language Models (LMs) on various Natural Language Processing (NLP) tasks, mitigating…”
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WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines
Published 16-10-2024“…Vision Language Models (VLMs) often struggle with culture-specific knowledge, particularly in languages other than English and in underrepresented cultural…”
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SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
Published 14-06-2024“…Southeast Asia (SEA) is a region rich in linguistic diversity and cultural variety, with over 1,300 indigenous languages and a population of 671 million…”
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