Tanushree Shenwai is a consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Bhubaneswar. She is a Data Science enthusiast and has a keen interest in the scope of application of artificial intelligence in various fields. She is passionate about exploring the new advancements in technologies and their real-life application.
It has always been challenging to launch an annotation effort. A team of researchers introduce The Portable Text Annotation tool (Potato), a web-based application...
The transformer architecture has become a go-to choice for representing various domain structures. The empirical inductive biases of the transformer make it a good...
The growth of self-supervised learning (SSL) applied to larger and larger models and unlabeled datasets has been a major factor in recent success in...
Recently, artificial intelligence (AI) models have shown remarkable improvement. The open-source movement has made it simple for programmers to combine different open-source models to...
The excellent performance of transformers in computer vision and natural language processing justifies research into the internal representations of these systems. Methods that involve...
Using computational linguistics, speech recognition software such as "speech to text" can decipher human speech and convert it into text. Speech-to-text has rapidly expanded...
There has been a rise in the efficacy of instruction-following models like GPT-3.5 (text-da Vinci-003), ChatGPT, Claude, and Bing Chat. These versions are now...
Recent achievements in supervised tasks of deep learning can be attributed to the availability of large amounts of labeled training data. Yet it takes...
Together is creating the first distributed cloud designed specifically for handling huge foundation models. The company offers an intuitive platform combining data, models, and...
Pretrained language models (PLMs) have significantly improved on many downstream NLP tasks due to finetuning. While current PLMs can include hundreds of millions of...
Recent years have seen remarkable advances in developing large language models (LLMs), including T5, BLOOM, and GPT-3. ChatGPT, based on InstructGPT, is a major...
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