Posted At: 2022-06-19
Language models are leveraged in NLP-related applications for numerous activities like voice recognition, summarization, audio-text conversion, spelling correction, sentiment analysis, and more.
Posted At: 2022-06-03
There's growing proof that models may show social biases as they tend to amplify or repeat undesirable statistical relations in their data training. With massive datasets, the probability of models duplicating negative biases is high. The issue is more crucial for historically oppressed groups like women and people of color.
Posted At: 2022-05-19
The US multinational tech conglomerate - Meta recently introduced a 175Bn parameter Open Pretrained Transformer (OPT) model. The company claims that this considerable model, trained on publicly available data sets, is the first language tech released with its pre-trained models and training code.
Posted At: 2021-12-12
DeepMind, an artificial intelligence lab is a division of Google parent company - Alphabet Inc., responsible for creating versatile artificial intelligence technology. The lab has developed a neural network that learns to play video games like humans or that can access external memory that mimics short-term human brain memories. Recently, the games started with a new twist in self-learning
Posted At: 2021-11-04
MIT researchers introduce a new study by exploring the issue of ML shortcuts and put forward a solution that averts shortcuts by forcing the prototype to focus on more complex aspects, leveraging more data for decision-making. This will improve the model's efficiency in detecting diseases in medical images. However, shortcuts in such a situation might have dangerous implications for patients.
Posted At: 2021-09-30
Amid pandemic, several companies have adopted the concept of remote working, conferences, or meetings. For example, Nestle has improved its AR tech to connect with suppliers, development teams, and R&D sites, followed by the leveraging of smart glasses, 3D software, and 360-degree cameras to tackle complex projects. Another area where the brand has invested
Posted At: 2021-03-03
The Indian Government recently joined a Multinational Alliance on AI which includes top nations like the US, UK & Australia. The Indian Government not only plans on prioritizing ubiquitous AI adoption but also has a direct contribution by swaying its experience in digital technologies. We even have a widespread AI scheme to bring the finest ideas and prowess from all industries and sectors
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