Need Datasets for Natural Language Processing? Look no further !
A concept that aims to understand the mechanism behind programming computers to process and analyze large amounts of natural language data, tends to yield a massive field of research . Exploring such a diverse area tends to not only be a challenging situation for those navigating through it but also sometimes it’s difficult to even know how to take the first step into the search for data .
So, In hopes of easing you into the world of natural language processing, we’ve combined a list of online NLP datasets that cover a wide arrange of topics.
Let’s see a list of NLP Datasets that can help you decipher the plethora of information available online .
Datasets for Sentiment Analysis
Refer to the use of natural language processing to identify, extract, quantify & study affective states & subjective information; all which point to the need for a large, specialized dataset . So, what are some of the datasets that can help you do that?
Stanford Sentiment Treebank — home to over 10,000 clips from Rotten Tomatoes , Stanford’s dataset is to help identify sentiment in longer phrases i.e. get the system accustomed to detailed data .
Multidomain Sentiment Analysis Dataset — despite being an older dataset, it offers many product reviews taken from Amazon that help with the provision of diverse data .
IMDB Reviews –like Stanford’s treebank, this dataset consists of over 25,000 movie reviews that are useful for a rather binary classification use .
Not only are these datasets easier to access, but they are also easier to input and use for natural language processing tasks about the inclusion of chatbots and voice recognition .
The Blog Authorship Corpus — with over 681,000 posts written by over 19,000 independent bloggers, this dataset is home to over 140 million words; which on its own poses it as a valuable dataset .
UCI’s Spambase — a creation of the team at Hewlett-Packard, this dataset consists of a wide array of spam email that can be in use to create personalized spam filters .
The WikiQA Corpus — one of the most accessible collections of questions/answers, this dataset is for research purposes in the domain of question answering but has now become a public depository for anyone concerned with natural language processing .
Wordnet — a product of researchers at Princeton University, Wordnet offers a large database consisting of synonyms in the English language with each describing a unique concept .
Yelp Reviews — available for public, this dataset contains millions of reviews received by Yelp over the years………………..
Read Full Story at https://autome.me on August 12, 2020.