28 citations · 72 across the 55 of their papers we have counts for
10 papers · 2 filters
ReDDIT: Regret Detection and Domain Identification from Text
Fazlourrahman Balouchzahi, Sabur Butt, Grigori Sidorov +1
In this paper, we present a study of regret and its expression on social media platforms. Specifically, we present a novel dataset of Reddit texts that have been classified into th…
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts
Atnafu Lambebo Tonja, Mesay Gemeda Yigezu, Olga Kolesnikova +3
Using code-mixed data in natural language processing (NLP) research currently gets a lot of attention. Language identification of social media code-mixed text has been an interesti…
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts
H. L. Shashirekha, F. Balouchzahi, M. D. Anusha +1
The task of automatically identifying a language used in a given text is called Language Identification (LI). India is a multilingual country and many Indians especially youths are…
PolyHope: Two-Level Hope Speech Detection from Tweets
Fazlourrahman Balouchzahi, Grigori Sidorov, Alexander Gelbukh
Hope is characterized as openness of spirit toward the future, a desire, expectation, and wish for something to happen or to be true that remarkably affects human's state of mind,…
Sarcasm Detection Framework Using Context, Emotion and Sentiment Features
Oxana Vitman, Yevhen Kostiuk, Grigori Sidorov +1
Sarcasm detection is an essential task that can help identify the actual sentiment in user-generated data, such as discussion forums or tweets. Sarcasm is a sophisticated form of l…
The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation
Tadesse Destaw Belay, Atnafu Lambebo Tonja, Olga Kolesnikova +5
Machine translation (MT) is one of the main tasks in natural language processing whose objective is to translate texts automatically from one natural language to another. Nowadays,…