WordNet® is a large lexical database of English. Nouns, verbs, adjectives and adverbs are grouped into sets of cognitive synonyms (synsets), each expressing a distinct concept.
Stanford CoreNLP provides a set of natural language analysis tools. It can give the base forms of words, their parts of speech, whether they are names of companies, people, etc., normalize dates, times, and numeric quantities, and mark up the structure of sentences in terms of phrases and word dependencies, indicate which noun phrases refer to the same entities, indicate sentiment, extract open-class relations between mentions, etc.
The dataset genres.json contains (sub)genre classifications for novels published between 1770 and 1915. The genres covered are
gothic novels
"silver fork" novels
national tale novels
The project combines two sources of information. The word counts themselves come from the HathiTrust Research Center (HTRC), which has tabulated them at the page level in 4.8 million public-domain volumes. Information about genre comes from a parallel project led by Ted Underwood, and supported by the National Endowment for the Humanities and the American Council of Learned Societies.
From the first book printed in English by William Caxton, through the age of Spenser and Shakespeare and the tumult of the English Civil War, Early English Books Online (EEBO) will contain over 125,000 titles listed in Pollard and Redgrave's Short-Title Catalogue (1475-1640), Wing's Short-Title Catalogue (1641-1700), the Thomason Tracts (1640-1661), and the Early English Tract Supplement - all in full digital facsimile from the Early English Books microfilm collection.
The English Short Title Catalogue (ESTC) lists over 460,000 items published between 1473 and 1800 mainly, but not exclusively, in English published mainly in the British Isles and North America from the collections of the British Library and over 2,000 other libraries
W. Zou, R. Socher, D. Cer, and C. Manning. Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, page 1393--1398. (2013)