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Natural Language Processing

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

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When the annotation gives away the answer: three reproducible leakage censuses on OpenBookQA, SciQ and QASC

When the annotation gives away the answer: three reproducible leakage censuses on OpenBookQA, SciQ and QASC

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4 min read
Finding near-identical Terms of Service clauses with TF-IDF character n-grams

Finding near-identical Terms of Service clauses with TF-IDF character n-grams

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6 min read
Where I got labeled training data for Korean-Japanese-Chinese entity resolution

Where I got labeled training data for Korean-Japanese-Chinese entity resolution

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2 min read
Do SNLI and MultiNLI share any examples? Ten reproducible censuses of gold-label integrity in NLI and QA benchmarks

Do SNLI and MultiNLI share any examples? Ten reproducible censuses of gold-label integrity in NLI and QA benchmarks

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3 min read
How Query, Key, and Value (QKV) Work in Transformers

How Query, Key, and Value (QKV) Work in Transformers

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5 min read
German Sentiment Analysis with BERT: nlptown vs oliverguhr on 20 Real Sentences

German Sentiment Analysis with BERT: nlptown vs oliverguhr on 20 Real Sentences

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8 min read
25 reproducible audits of the metrics and gold labels behind LLM benchmark scores

25 reproducible audits of the metrics and gold labels behind LLM benchmark scores

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4 min read
Day 20: LSTM Networks Explained

Day 20: LSTM Networks Explained

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5 min read
Semantic Metadata Explained: How Better Data Helps You Find the Right Information

Semantic Metadata Explained: How Better Data Helps You Find the Right Information

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13 min read
Can multilingual AI improve product search on international marketplaces?

Can multilingual AI improve product search on international marketplaces?

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1 min read
Give the manuscript room to read

Give the manuscript room to read

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8 min read
The fail-closed gate: a release-gate design story

The fail-closed gate: a release-gate design story

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5 min read
Day 19: The Vanishing Gradient Problem

Day 19: The Vanishing Gradient Problem

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5 min read
Day 18: Recurrent Neural Networks (RNNs) Explained

Day 18: Recurrent Neural Networks (RNNs) Explained

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5 min read
Laya answers typed questions in one forward pass, and its README says fine-tuning is where accuracy jumps

Laya answers typed questions in one forward pass, and its README says fine-tuning is where accuracy jumps

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4 min read
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