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05/28/2023
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs
Large language models (LLMs) are at the forefront of transforming numero...
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05/05/2023
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
We propose Retrieval Augmented Generation (RAG) as an approach for autom...
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03/22/2023
MEGA: Multilingual Evaluation of Generative AI
Generative AI models have impressive performance on many Natural Languag...
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11/16/2022
ChartParser: Automatic Chart Parsing for Print-Impaired
Infographics are often an integral component of scientific documents for...
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10/31/2022
Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3
We present very early results on using GPT-3 to perform question answeri...
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10/27/2022
Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models
Leveraging shared learning through Massively Multilingual Models, state-...
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06/21/2022
Towards Optimizing OCR for Accessibility
Visual cues such as structure, emphasis, and icons play an important rol...
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06/21/2022
Document Navigability: A Need for Print-Impaired
Printed documents continue to be a challenge for blind, low-vision, and ...
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06/21/2022
Broken News: Making Newspapers Accessible to Print-Impaired
Accessing daily news content still remains a big challenge for people wi...
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10/17/2021
Predicting the Performance of Multilingual NLP Models
Recent advancements in NLP have given us models like mBERT and XLMR that...
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06/10/2021
Adaptive Streaming Perception using Deep Reinforcement Learning
Executing computer vision models on streaming visual data, or streaming ...
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03/31/2020