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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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Day 23: The Encoder-Decoder Architecture

Day 23: The Encoder-Decoder Architecture

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5 min read
Swahili Has 200 Million Speakers. Here Is Why AI Gets It Wrong.

Swahili Has 200 Million Speakers. Here Is Why AI Gets It Wrong.

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2 min read
Inside ANLI's verifier file: four ways to read 29,803 human votes on an adversarial benchmark

Inside ANLI's verifier file: four ways to read 29,803 human votes on an adversarial benchmark

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5 min read
למה חיפוש קולי בעברית עדיין לא עובד טוב באתרי קניות בינלאומיים?

למה חיפוש קולי בעברית עדיין לא עובד טוב באתרי קניות בינלאומיים?

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1 min read
Python's `\w+` Silently Breaks Devanagari Words

Python's `\w+` Silently Breaks Devanagari Words

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4 min read
Day 22: Sequence-to-Sequence Models

Day 22: Sequence-to-Sequence Models

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7 min read
What did the model get wrong? Splitting ANLI's verifier agreement by the adversary's own error

What did the model get wrong? Splitting ANLI's verifier agreement by the adversary's own error

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4 min read
# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures

# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures

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3 min read
Does ANLI's 'neutral is hardest' survive its rounds? A Simpson's-paradox check on verifier agreement

Does ANLI's 'neutral is hardest' survive its rounds? A Simpson's-paradox check on verifier agreement

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5 min read
Which NLI labels are least decisive? A per-class and per-genre annotator-agreement tour of SNLI, MultiNLI and ChaosNLI

Which NLI labels are least decisive? A per-class and per-genre annotator-agreement tour of SNLI, MultiNLI and ChaosNLI

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3 min read
Where are a benchmark's gold labels least decisive? A per-genre annotator-agreement census of MultiNLI

Where are a benchmark's gold labels least decisive? A per-genre annotator-agreement census of MultiNLI

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5 min read
Day 21: GRU Networks Explained

Day 21: GRU Networks Explained

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6 min read
There is no standard for a Telegram trading signal. Here is what 72,000 of them look like.

There is no standard for a Telegram trading signal. Here is what 72,000 of them look like.

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5 min read
When a benchmark's gold is NOT the annotator majority: two reproducible censuses on ANLI and ChaosNLI

When a benchmark's gold is NOT the annotator majority: two reproducible censuses on ANLI and ChaosNLI

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4 min read
Can you re-derive a benchmark's gold labels from its raw annotator votes? Two reproducible censuses on SNLI and MultiNLI

Can you re-derive a benchmark's gold labels from its raw annotator votes? Two reproducible censuses on SNLI and MultiNLI

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4 min read
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