AssemblyAI

SEPTEMBER 18, 2023

These feats of computational linguistics have redefined our understanding of machine-human interactions and paved the way for brand-new digital solutions and communications. From self-driving cars to personalized online shopping experiences, these solutions are just in their infancy—and the sky is the limit.

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Sebastian Ruder

JANUARY 24, 2022

Given the importance of data for scaling up models, however, attention is slowly shifting from model-centric to data-centric approaches. Important topics include how to build and maintain new datasets efficiently and how to ensure data quality (see the Data-centric AI workshop at NeurIPS 2021 for an overview).

NLP 52

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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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