4 papers
SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets
Venkatesh Duppada, Royal Jain, Sushant Hiray
The paper describes the best performing system for the SemEval-2018 Affect in Tweets (English) sub-tasks. The system focuses on the ordinal classification and regression sub-tasks…
Seernet at EmoInt-2017: Tweet Emotion Intensity Estimator
Venkatesh Duppada, Sushant Hiray
The paper describes experiments on estimating emotion intensity in tweets using a generalized regressor system. The system combines lexical, syntactic and pre-trained word embeddin…
Agree to Disagree: Improving Disagreement Detection with Dual GRUs
Sushant Hiray, Venkatesh Duppada
This paper presents models for detecting agreement/disagreement in online discussions. In this work we show that by using a Siamese inspired architecture to encode the discussions,…
Ensemble Of Deep Neural Networks For Acoustic Scene Classification
Venkatesh Duppada, Sushant Hiray
Deep neural networks (DNNs) have recently achieved great success in a multitude of classification tasks. Ensembles of DNNs have been shown to improve the performance. In this paper…