Marek Rei

NOVEMBER 4, 2024

I have written short summaries of 68 different research papers published in the areas of Machine Learning and Natural Language Processing. link] Proposes an explainability method for language modelling that explains why one word was predicted instead of a specific other word. Computational Linguistics 2022.

Machine Learning 80

Machine Learning NLP Large Language Models LLM 80

Marktechpost

DECEMBER 14, 2024

Despite significant progress with deep learning models like AlphaFold and ProteinMPNN, there is a gap in accessible educational resources that integrate foundational machine learning concepts with advanced protein engineering methods. It explains how CNNs utilize convolutional layers to extract spatial features from input data.

Deep Learning 79

Deep Learning Machine Learning Neural Network Explainability 79

ODSC - Open Data Science

APRIL 3, 2023

Are you curious about explainability methods like saliency maps but feel lost about where to begin? Plus, our built-in QA ecosystem , including explainability, adversarial attacks, graph visualizations, and behavioral tests, allows you to analyze the models from multiple perspectives. Don’t worry, you’re not alone! Euro) in 2021.

Neural Network 117

Neural Network Natural Language Processing NLP Computational Linguistics 117

AWS Machine Learning Blog

MAY 22, 2023

We provided code explaining how to retrain the model using data for the target task and deploy the fine-tuned model behind an endpoint. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Know What You Don’t Know: Unanswerable Questions for SQuAD.”

Machine Learning 110

Machine Learning Natural Language Processing Computational Linguistics NLP 110

Heartbeat

FEBRUARY 21, 2023

Picture by Anna Nekrashevich , Pexels.com Introduction Sentiment analysis is a natural language processing technique which identifies and extracts subjective information from source materials using computational linguistics and text analysis. Spark NLP is a natural language processing library built on Apache Spark.

NLP 52

NLP Natural Language Processing Computational Linguistics Machine Learning 52

Defined.ai blog

AUGUST 3, 2023

This is precisely where machine translation steps in. But what is Machine Translation , and how can it propel your business towards success? In this guide, we’ll demystify it, explaining how it works, its advantages, and how to implement it effectively in your company. What is Machine Translation?

Computational Linguistics 52

Computational Linguistics Neural Network Algorithm Machine Learning 52

Explosion

DECEMBER 28, 2019

Jan 28: Ines then joined the great lineup of Applied Machine Learning Days in Lausanne, Switzerland. Sofie has been involved with machine learning and NLP as an engineer for 12 years. Adriane is a computational linguist who has been engaged in research since 2005, completing her PhD in 2012.

NLP 52

NLP BERT Machine Learning Python 52