Machine Learning Won’t Solve Natural Language Understanding
An argument that it is time to re-think our approach to natural language understanding, since the ‘big data’ approach to NLU is implausible and flawed..
Read more »An argument that it is time to re-think our approach to natural language understanding, since the ‘big data’ approach to NLU is implausible and flawed..
Read more »We explain why it’s a high-impact area, how to work out if it’s for you, and exactly how and where to apply.
Read more »Posted by Yossi Matias, Vice President and Ehud Rivlin, Research Scientist, Google Research With the increasing ability to consistently a…
Read more »Here is the guide on how to install and use Julia for machine learning on AWS SageMaker.
Read more »There are many types of analytics that are used in the security world some are defined by vendors ot…
Read more »Machine learning (ML) prediction APIs are increasingly widely used. An ML API can change over time due to model updates or retraining. This presents a key challenge in the usage of the API because it is often not clear to the user if and how the ML model …
Read more »Sometimes the truth has an expiry date. When a time-limited claim (such as ‘masks are obligatory on public transport’) emerges in search engine rankings, its apparent ‘authoritative’ solution can outstay its welcome even by many years, outranking later an…
Read more »Climate change is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can help. Here we describe how machine learning can be a powerful tool in reducing greenhouse gas emissions and helping society adapt …
Read more »July 29, 2021 — Researchers at the University of Sydney and quantum control startup Q-CTRL today announced a way to identify sources of error in quantum…
Read more »Designing, building, and training models are hard problems. Literature is reviewed, data is gathered (and cleaned and annotated). Hours (or perhaps days? weeks?) are spent getting code to work, fixing subtle bugs, tuning training schemes. Finally, the met…
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