Archive for February, 2019

Identifying Emotions from Text

Written by on February 17, 2019 in Natural Language Processing, Programming, Python with 0 Comments
Identifying Emotions from Text

Identifying the predominant sentiment in unstructured text is used widely these days. There are several REST API services that allow you to submit a piece of text and get back the corresponding sentiment analysis. Meaningcloud, Aylien, Google’s Cloud Natural Language API, and  IBM Natural Language Understanding Service are just a few. Emotion detection, especially from facial […]

Continue Reading

Coreference Resolution in Stanford CoreNLP

Written by on February 10, 2019 in Natural Language Processing, Programming with 0 Comments
Coreference Resolution in Stanford CoreNLP

In the last article, I showed how we can use the neuralcoref library along with spaCy to do coreference resolution (examples involved anaphoric references). In today’s article, I want to try the same (well, almost) examples in Stanford CoreNLP engine and see how they compare. Since CoreNLP is a Java implementation, I chose to write the test […]

Continue Reading

Coreference Resolution Using spaCy

Coreference Resolution Using spaCy

According to Stanford NLP Group, “Coreference resolution is the task of finding all expressions that refer to the same entity in a text”.  You can also read this Wikipedia page. For example, in the sentence “Tom dropped the glass jar by accident and broke it”, what does “it” refer to? I am sure you will […]

Continue Reading

Top