Translation, Neural network, Artificial intelligence, Learning, Machine learning, The Tokens

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On Oct 8, 2020
@deliprao shared
RT @yoavgo: finally someone did it! WFST library + backprop. very cool! (even though coming from facebook) https://t.co/4j7Nht09yN
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ct 20 20 from gtn import * def ASG(emissions, transitions, target): # Compute constrained and normalization graphs: A = intersect(intersect(target, transitions), emissions) Z = intersect(transitions, emissions) # Forward both graphs: A_score = forward_score(A) Z_score = forward_score(Z) # ...

arxiv.org
On Oct 8, 2020
@deliprao shared
RT @yoavgo: finally someone did it! WFST library + backprop. very cool! (even though coming from facebook) https://t.co/4j7Nht09yN
Open

Click here to read the article

Click here to read the article

ct 20 20 from gtn import * def ASG(emissions, transitions, target): # Compute constrained and normalization graphs: A = intersect(intersect(target, transitions), emissions) Z = ...

A new open source framework for automatic differentiation with graphs

A new open source framework for automatic differentiation with graphs

Introducing GTN, an open source framework for automatic differentiation with a powerful, expressive type of graph called weighted finite-state transducers (WFSTs). With…

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Click here to read the article

As part of the process we might have built the following set of potential rough English translations: he introduced reporters to the main contents of the statement he briefed to reporters ...

Dekai WU

Dekai WU

Professor of Computer Science and Engineering, HKUST Distinguished Research Scholar, ICSI, Berkeley Human Language Technology Center Department of Computer Science and Engineering The Hong ...

The Rise of the Transformers

The Rise of the Transformers

Rise of the Transformers with Self-Attention Mechanism  The intention of this article is to continue in answering the questions that my friends April Rudin, Tripp Braden, Danielle Guzman ...

What is Natural Language Processing?

What is Natural Language Processing?

Since the first computers, NLP has been a key goal of AI research. Now, we routinely speak to our devices.

Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens

Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens

In this work, we modify the attention mechanism and training objective in order to make the resulting network suitable for 293 also inferring binary token labels, while still per- forming ...