The natural language creation field is completely transformed by large language models (LLMs). Traditional fine-tuning approaches for responding to downstream tasks require access to the parameters of LLMs, which limits their use on potent black-box LLMs...
The GPT model, which is the transformer architecture behind the well famous chatbot developed by OpenAI called ChatGPT, works on the concept of learning tasks with the help of only a few examples. This approach, called...
The latest paper (“Mastering Diverse Domains through World Models”) from Deepmind talks about an RL agent that can master diverse domains through World Models...
Language facilitates crucial interactions for and between physicians, researchers, and patients in the compassionate field of medicine. But the use of language by current...
HVAC (heating, ventilation, and air conditioning) accounts for a sizable portion of the world's CO2 emissions. Around 10% of the entire electricity demand for...
Language models are incredibly popular right now, especially in light of recent technological developments in this area. These models have demonstrated significant potential for...
The stationary batch scenario, where fixed training and test sets are sampled using a static, unchanging data distribution, has received much attention from the...
Benchmarks have influenced artificial intelligence (AI) in defining research goals and enabling researchers to track progress toward those goals.
An important component of intelligence is...
Improving the efficiency of algorithms for fundamental computations is a crucial task nowadays as it influences the overall pace of a large number of...
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