no code implementations • SEMEVAL 2020 • Arup Baruah, Kaushik Das, Ferdous Barbhuiya, Kuntal Dey
The BiLSTM classifier obtained macro F1 score of 0. 57565 for subtask C. The paper also performs an analysis of the errors made by our classifiers.
no code implementations • SEMEVAL 2020 • Arup Baruah, Kaushik Das, Ferdous Barbhuiya, Kuntal Dey
This architecture utilizes both textual and visual information present in a meme.
no code implementations • SEMEVAL 2020 • Arup Baruah, Kaushik Das, Ferdous Barbhuiya, Kuntal Dey
In this paper, we present the results that the team IIITG-ADBU (codalab username {`}abaruah{'}) obtained in the SentiMix task (Task 9) of the International Workshop on Semantic Evaluation 2020 (SemEval 2020).
no code implementations • WS 2020 • Arup Baruah, Kaushik Das, Ferdous Barbhuiya, Kuntal Dey
It was found that including the last utterance in the dialogue along with the response improved the performance of the classifier for the Twitter data set.
1 code implementation • LREC 2020 • Arup Baruah, Kaushik Das, Ferdous Barbhuiya, Kuntal Dey
In our study, we used English BERT (En-BERT), RoBERTa, DistilRoBERTa, and SVM based classifiers for English language.
Aggression Identification Misogynistic Aggression Identification
no code implementations • SEMEVAL 2019 • Arup Baruah, Ferdous Barbhuiya, Kuntal Dey
In this paper, we present the results obtained using bi-directional long short-term memory (BiLSTM) with and without attention and Logistic Regression (LR) models for SemEval-2019 Task 5 titled {''}HatEval: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter{''}.
no code implementations • 16 Aug 2016 • Rahul Islam, Karan Ahuja, Sandip Karmakar, Ferdous Barbhuiya
Facial expressions are an integral part of human cognition and communication, and can be applied in various real life applications.
Facial Expression Recognition Facial Expression Recognition (FER)