So if you're like me and always wanted some clarity on the computational expressivity of deep learning architectures – and the Chomsky hierarchy – have a listen! 🎙️ Podcast: 📺 youtu.be/MMIJKKNxvecarxiv.org/abs/2406.14197 "On the Representational Capacity of Neural Language Models with CoT"

On the Representational Capacity of Neural Language Models with...

The performance of modern language models (LMs) has been improved by chain-of-thought (CoT) reasoning, i.e., the process of generating intermediate results that guide the model towards a final...