Leo van der MeulenUse a thesaurus to improve your text processingHow to build and use a thesaurus with synonyms to improve your text analysis algorithms in Python·6 min read·Dec 31, 2022----
Mrinal WaliaTop 5 Open-Source Sentiment Analysis Projects in Python 🐍 Every NLP Engineer Should KnowLearn about top 5 Open-Source Sentiment Analysis Projects in Python used by all Natural Language Processing(NLP) experts.5 min read·Dec 31, 2022--1--1
uditUncovering the Magic of Word2Vec: A Practical Guide to Understanding and Implementing Word…Word2vec is a powerful tool for creating word embeddings, which are numerical representations of words that capture the context and meaning…3 min read·Dec 31, 2022----
Hank LinKnowledge-Augmented Methods for Natural Language Processing (ACL 2022 Tutorial)Note: The original tutorial can be found at: T3: Knowledge-Augmented Methods for Natural Language Processing [cutting-edge]9 min read·Dec 31, 2022----
uditDiving into the World of K-Means ClusteringK-means clustering is a widely used unsupervised machine learning technique for grouping data points into clusters based on their…3 min read·Dec 31, 2022----
uditUnraveling the Mysteries of Bias and Variance in Machine Learning ModelsIn the world of machine learning, bias and variance are two important concepts that can significantly impact the performance of a model…3 min read·Dec 31, 2022----
Yun-Ping LinSummary of NAACL 2022 Tutorial: Contrastive Data and Learning for Natural Language ProcessingSome content in this tutorial are similar to the one I shared at A Summary of the 2021 NeurIPS Tutorial — Self-Supervised Learning…6 min read·Dec 31, 2022----
JourdeluneImproving language detection for chat (discord).Detecting the language of messages on online chat platforms is often a challenge, such as on discord where users send very short messages…4 min read·Dec 31, 2022----
Jason HuangGraph Encoder-Decoder Models for NLPAll of the contents in this article are excerpted from the tutorial video, slides, and website of the tutorial Deep Learning on Graphs for…5 min read·Dec 31, 2022--1--1
