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May 31 – Jun 6, 2021

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Week of May 31 – Jun 6, 2021

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Amazon Science
KeyRank 72

Amazon at NAACL 2021: The return of symbolic semantics

Amazon researchers are advocating for hybrid AI approaches that combine deep learning with symbolic reasoning, suggesting current pure neural network approaches may be reaching limitations that require fundamental architectural changes.

Why it ranks · · Amazon Scholar Heng Ji presenting at NAACL 2021 · May 31 – Jun 6, 2021

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The six pillarsRanked by KeyRank · this week

Frontier

50% share

Models, benchmarks, the lab race. · 1 story

  1. 1Few-shot learning in practice: GPT-Neo and the 🤗 Accelerated Inference API62

Tools

quiet today

The AI products people actually use. · 0 stories

  1. Nothing cleared the bar today.

Agents

quiet today

Autonomous systems in the wild. · 0 stories

  1. Nothing cleared the bar today.

Money

quiet today

Funding, M&A, valuations, earnings. · 0 stories

  1. Nothing cleared the bar today.

Chips

quiet today

Silicon, racks, the compute buildout. · 0 stories

  1. Nothing cleared the bar today.

Work

50% share

Jobs, industries, people & policy. · 1 story

  1. 1Alexa enters the “age of self”45

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