Tag: Pratyusha Sharma
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Understanding the visual knowledge of language models
Youโve likely heard that a picture is worth a thousand words, but can a large language model (LLM) get the picture if itโs never seen images before? As it turns out, language models that are trained purely on text have a solid understanding of the visual world. They can write image-rendering code to generate complex…
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Natural language boosts LLM performance in coding, planning, and robotics
Large language models (LLMs) are becoming increasingly useful for programming and robotics tasks, but for more complicated reasoning problems, the gap between these systems and humans looms large. Without the ability to learn new concepts like humans do, these systems fail to form good abstractions โ essentially, high-level representations of complex concepts that skip less-important…