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.

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BERT Natural Language Processing ML Deep Learning 52

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. BERT BERT stands for Bidirectional Encoder Representations from Transformers, and it's a large language model by Google.

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Large Language Models BERT Auto-complete LLM 130

Sebastian Ruder

JANUARY 24, 2022

6] such as W2v-BERT [7] as well as more powerful multilingual models such as XLS-R [8]. For each input chunk, nearest neighbor chunks are retrieved using approximate nearest neighbor search based on BERT embedding similarity. As models are scaled up, ensuring data quality at scale becomes more challenging. wav2vec 2.0:

NLP 52

NLP ML BERT Computational Linguistics 52