3 citations · 3 across the 4 of their papers we have counts for
4 papers
Behind Maya: Building a Multilingual Vision Language Model
Nahid Alam, Karthik Reddy Kanjula, Surya Guthikonda +16
In recent times, we have seen a rapid development of large Vision-Language Models (VLMs). They have shown impressive results on academic benchmarks, primarily in widely spoken lang…
Understanding and Mitigating Toxicity in Image-Text Pretraining Datasets: A Case Study on LLaVA
Karthik Reddy Kanjula, Surya Guthikonda, Nahid Alam +1
Pretraining datasets are foundational to the development of multimodal models, yet they often have inherent biases and toxic content from the web-scale corpora they are sourced fro…
Maya: An Instruction Finetuned Multilingual Multimodal Model
Nahid Alam, Karthik Reddy Kanjula, Surya Guthikonda +16
The rapid development of large Vision-Language Models (VLMs) has led to impressive results on academic benchmarks, primarily in widely spoken languages. However, significant gaps r…
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Shivalika Singh, Freddie Vargus, Daniel Dsouza +30
Datasets are foundational to many breakthroughs in modern artificial intelligence. Many recent achievements in the space of natural language processing (NLP) can be attributed to t…