Mobile or SMS spam is a real and growing problem primarily due to the availability of very
cheap bulk pre-pay SMS packages and the fact that SMS engenders higher response rates …

People tweet more than 100 Million times daily, yielding a noisy, informal, but sometimes
informative corpus of 140-character messages that mirrors the zeitgeist in an unprecedented …

Human civilizations have performed the art of writing across continents and over different
time periods. In order to speed up the writing process, the art of shorthand (brachygraphy) …

Abstract Machine learning, including neural network techniques, have been applied to
virtually every domain in natural language processing. One problem that has been …

Colloquial Indonesian Lexicon Page 1 Colloquial Indonesian Lexicon Nikmatun Aliyah
Salsabila∗‡, Yosef Ardhito Winatmoko† Ali Akbar Septiandri∗, Ade Jamal∗ ∗Faculty of …

Social media language contains huge amount and wide variety of nonstandard tokens,
created both intentionally and unintentionally by the users. It is of crucial importance to …

This paper presents a challenge to the community: given a large corpus of written text
aligned to its normalized spoken form, train an RNN to learn the correct normalization …

The proliferation of Web 2.0 technologies and the increasing use of computer-mediated
communication resulted in a new form of written text, termed microtext. This poses new …

Cell phone text messaging users express themselves briefly and colloquially using a variety
of creative forms. We analyze a sample of creative, non-standard text message word forms …

Most text message normalization approaches are based on supervised learning and rely on
human labeled training data. In addition, the nonstandard words are often categorized into …