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Natural Language Processing

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

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We scored every headline with FinBERT. News tone didn't predict the next month.

We scored every headline with FinBERT. News tone didn't predict the next month.

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2 min read
I Built TicketTriage AI: An NLP-Based Support Ticket Classification System

I Built TicketTriage AI: An NLP-Based Support Ticket Classification System

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1 min read
How to label text with a local LLM so it only answers with your labels

How to label text with a local LLM so it only answers with your labels

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5 min read
Your Daily Mortgage Import Can Leak History Into Evaluation

Your Daily Mortgage Import Can Leak History Into Evaluation

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8 min read
NLP #2: Unicode and UTF-8

NLP #2: Unicode and UTF-8

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13 min read
Your Salary Corpus Is Counting Currency Views as Evidence

Your Salary Corpus Is Counting Currency Views as Evidence

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6 min read
When strong models agree on a different GSM8K answer, the answer key is usually wrong

When strong models agree on a different GSM8K answer, the answer key is usually wrong

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3 min read
Counting words in speech-to-text earnings calls: the "Tranium" problem

Counting words in speech-to-text earnings calls: the "Tranium" problem

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2 min read
How many wrong answer keys are left in MMLU?

How many wrong answer keys are left in MMLU?

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3 min read
Our best shortcut for finding wrong MMLU answer keys failed its replication

Our best shortcut for finding wrong MMLU answer keys failed its replication

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4 min read
How strong does a model panel need to be to find wrong MMLU answer keys?

How strong does a model panel need to be to find wrong MMLU answer keys?

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4 min read
Your RAG Corpus Should Keep Answer Cards Attributed

Your RAG Corpus Should Keep Answer Cards Attributed

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6 min read
Complete Guide to Fine-Tuning LLMs: From Prompt-Tuning to RLHF for Smarter AI

Complete Guide to Fine-Tuning LLMs: From Prompt-Tuning to RLHF for Smarter AI

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10 min read
When two independent model panels both say an MMLU answer key is wrong, experts found an error 1 time in 3

When two independent model panels both say an MMLU answer key is wrong, experts found an error 1 time in 3

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3 min read
Architecture Teardown: Using NLP and Deep Learning to filter Financial Market Noise (The Xavqel Approach)

Architecture Teardown: Using NLP and Deep Learning to filter Financial Market Noise (The Xavqel Approach)

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2 min read
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