Context matters for fairness -- a case study on the effect of spatial distribution shifts

no code implementations • 23 Jun 2022 • Siamak Ghodsi, Harith Alani, Eirini Ntoutsi

With the ever growing involvement of data-driven AI-based decision making technologies in our daily social lives, the fairness of these systems is becoming a crucial phenomenon.

Decision Making Fairness

SenZi: A Sentiment Analysis Lexicon for the Latinised Arabic (Arabizi)

no code implementations • RANLP 2019 • Taha Tobaili, Fern, Miriam ez, Harith Alani, Sanaa Sharafeddine, Hazem Hajj, Goran Glava{\v{s}}

As such, texts written in Arabizi are often disregarded in sentiment analysis tasks for Arabic.

Sentiment Analysis Word Embeddings

On Stopwords, Filtering and Data Sparsity for Sentiment Analysis of Twitter

no code implementations • LREC 2014 • Hassan Saif, Fern, Miriam ez, Yulan He, Harith Alani

In this paper we investigate whether removing stopwords helps or hampers the effectiveness of Twitter sentiment classification methods.

Document Classification General Classification +2