The MLOps Blog

JANUARY 25, 2023

Sentiment analysis, commonly referred to as opinion mining/sentiment classification, is the technique of identifying and extracting subjective information from source materials using computational linguistics , text analysis , and natural language processing. Tools like Domino , Superwise AI , Arize AI , etc.,

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BERT Natural Language Processing ML Deep Learning 52

Sebastian Ruder

JUNE 6, 2022

The initiative focuses on making Computational Linguistics (CL) research accessible in 60 languages and across all modalities, including text/speech/sign language translation, closed captioning, and dubbing. Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets (Kreutzer et al.).

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NLP Natural Language Processing Computational Linguistics Neural Network 52

AssemblyAI

SEPTEMBER 18, 2023

However, among all the modern-day AI innovations, one breakthrough has the potential to make the most impact: large language models (LLMs). These feats of computational linguistics have redefined our understanding of machine-human interactions and paved the way for brand-new digital solutions and communications.

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Large Language Models BERT LLM Auto-complete 130

Sebastian Ruder

JANUARY 24, 2022

2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP). Given the importance of data for scaling up models, however, attention is slowly shifting from model-centric to data-centric approaches. How Many Data Points is a Prompt Worth? What’s next?  

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NLP ML BERT Computational Linguistics 52