Hater-O-Genius Aggression Classification using Capsule Networks

1 code implementation • ICON 2020 • Parth Patwa, Srinivas PYKL, Amitava Das, Prerana Mukherjee, Viswanath Pulabaigari

In this paper, we propose an end-to-end ensemble-based architecture to automatically identify and classify aggressive tweets.

Classification

SemEval-2020 Task 8: Memotion Analysis- the Visuo-Lingual Metaphor!

no code implementations • SEMEVAL 2020 • Chhavi Sharma, Deepesh Bhageria, William Scott, Srinivas PYKL, Amitava Das, Tanmoy Chakraborty, Viswanath Pulabaigari, Bj{\"o}rn Gamb{\"a}ck

The objective of this proposal is to bring the attention of the research community towards the automatic processing of Internet memes.

Emotion Recognition

Fighting an Infodemic: COVID-19 Fake News Dataset

2 code implementations • 6 Nov 2020 • Parth Patwa, Shivam Sharma, Srinivas PYKL, Vineeth Guptha, Gitanjali Kumari, Md Shad Akhtar, Asif Ekbal, Amitava Das, Tanmoy Chakraborty

This is further exacerbated at the time of a pandemic.

BIG-bench Machine Learning regression

SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets

no code implementations • SEMEVAL 2020 • Parth Patwa, Gustavo Aguilar, Sudipta Kar, Suraj Pandey, Srinivas PYKL, Björn Gambäck, Tanmoy Chakraborty, Thamar Solorio, Amitava Das

In this paper, we present the results of the SemEval-2020 Task 9 on Sentiment Analysis of Code-Mixed Tweets (SentiMix 2020).

Language Identification Sentence +1

SemEval-2020 Task 8: Memotion Analysis -- The Visuo-Lingual Metaphor!

1 code implementation • 9 Aug 2020 • Chhavi Sharma, Deepesh Bhageria, William Scott, Srinivas PYKL, Amitava Das, Tanmoy Chakraborty, Viswanath Pulabaigari, Bjorn Gamback

The objective of this proposal is to bring the attention of the research community towards the automatic processing of Internet memes.

Emotion Recognition

Aggression and Misogyny Detection using BERT: A Multi-Task Approach

1 code implementation • LREC 2020 • Niloofar Safi Samghabadi, Parth Patwa, Srinivas PYKL, Prerana Mukherjee, Amitava Das, Thamar Solorio

In recent times, the focus of the NLP community has increased towards offensive language, aggression, and hate-speech detection. This paper presents our system for TRAC-2 shared task on {``}Aggression Identification{''} (sub-task A) and {``}Misogynistic Aggression Identification{''} (sub-task B).

Abusive Language Aggression Identification +3

``A pessimist sees the difficulty in every opportunity; an optimist sees the opportunity in every difficulty'' -- Understanding the psycho-sociological influences to it

no code implementations • WS 2017 • Updendra Kumar, Vishal Kumar Rana, Srinivas PYKL, Amitava Das