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.
F. Haak. Information between Data and Knowledge, volume 74 of Schriften zur Informationswissenschaft, Werner Hülsbusch, Glückstadt, Gerhard Lustig Award Papers.(2021)
A. Weichselbraun, S. Gindl, and A. Scharl. Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM 2011), page 1053--1060. Glasgow, Scotland, ACM, (October 2011)
R. del Hoyo, I. Hupont, F. Lacueva, and D. Abad\'ıa. Proceedings of the International Workshop on Affective-Aware Virtual Agents and Social Robots, page 3:1--3:4. New York, NY, USA, ACM, (2009)
J. Conrad, and F. Schilder. Proceedings of the 11th international conference on Artificial intelligence and law, page 231--236. New York, NY, USA, ACM, (2007)