A5076262469- Natural Language Processing Techniques
- Speech and dialogue systems
- Advanced Data Processing Techniques
- Advanced Computational Techniques and Applications
- Music and Audio Processing
- Fault Detection and Control Systems
- Handwritten Text Recognition Techniques
- Video Analysis and Summarization
Institute of Electrical and Electronics Engineers
2023
University of Memphis
2023
Antea Group (France)
2023
Engineering Systems (United States)
2023
Image-text interleaved data, consisting of multiple images and texts arranged in a natural document format, aligns with the presentation paradigm internet data closely resembles human reading habits. Recent studies have shown that such aids multimodal in-context learning maintains capabilities large language models during fine-tuning. However, limited scale diversity current image-text restrict development models. In this paper, we introduce OmniCorpus, 10 billion-scale dataset. Using an...
Southeast Asia (SEA) is a region rich in linguistic diversity and cultural variety, with over 1,300 indigenous languages population of 671 million people. However, prevailing AI models suffer from significant lack representation texts, images, audio datasets SEA, compromising the quality for SEA languages. Evaluating challenging due to scarcity high-quality datasets, compounded by dominance English training data, raising concerns about potential misrepresentation. To address these...