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A Corpus of Negations and their Underlying Positive Interpretations
Article presenting a corpus of negations and their underlying positive interpretations using negations from Simple Wikipedia, automatically generating potential positive interpretations, and collecting manual annotations that effectively rewrite the negation in positive terms. This article was presented at the Eighth Joint Conference on Lexical and Computational Semantics (SEM 2019) in Minneapolis, Minnesota, June 6-7, 2019.
Date:
June 2019
Creator:
Sarabi, Zahra; Killian, Erin; Blanco, Eduardo & Palmer, Alexis
System:
The UNT Digital Library
Incorporating Emoji Descriptions Improves Tweet Classification
Article presenting a simple strategy to process emojis in Tweets: replace them with their natural language description and use pretrained word embeddings as normally done with standard words. Results show that this strategy is more effective than using pretrained emoji embeddings for tweet classification.
Date:
June 2019
Creator:
Singh, Abhishek K.; Blanco, Eduardo & Jin, Wei
System:
The UNT Digital Library