5 papers
The Whale That Outswam Evolution: Swarm Intelligence Maximises Memory in Connectome Reservoirs
Anmol Guragain, Savvas Kakalis, Juan Ignacio Godino-Llorente
Reservoir computing exploits the fixed dynamics of a recurrent network for temporal processing, requiring only a trained linear readout. Biological neural connectomes, shaped by mi…
thaulab@EEUCA 2026: Who Said What to Whom? A Targeting-Aware Neural-Symbolic Pipeline for Gaming Toxicity Detection
Anmol Guragain, Marcos Estecha-Garitagoitia, Luis Fernando D'Haro EnrÃquez +1
This paper describes our system for the EEUCA 2026 Shared Task on toxicity classification in gaming chat. We implement a three-stage pipeline combining an ensemble of two compact t…
Attention Isn't All You Need for Emotion Recognition:Domain Features Outperform Transformers on the EAV Dataset
Anmol Guragain
We present a systematic study of multimodal emotion recognition using the EAV dataset, investigating whether complex attention mechanisms improve performance on small datasets. We…
NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models
Anmol Guragain, Nadika Poudel, Rajesh Piryani +1
This paper explores hate speech detection in Devanagari-scripted languages, focusing on Hindi and Nepali, for Subtask B of the CHIPSAL@COLING 2025 Shared Task. Using a range of tra…
Real-Time Scream Detection and Position Estimation for Worker Safety in Construction Sites
Bikalpa Gautam, Anmol Guragain, Sarthak Giri
The construction industry faces high risks due to frequent accidents, often leaving workers in perilous situations where rapid response is critical. Traditional safety monitoring m…