Search Results for author: Gireesh Mahajan

Found 3 papers, 3 papers with code

Using Emotion Embeddings to Transfer Knowledge Between Emotions, Languages, and Annotation Formats

1 code implementation31 Oct 2022 Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

In this work, we study how we can build a single model that can transition between these different configurations by leveraging multilingual models and Demux, a transformer-based model whose input includes the emotions of interest, enabling us to dynamically change the emotions predicted by the model.

Emotion Recognition

Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion

1 code implementation28 Oct 2022 Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan

First, we develop two modeling approaches to the problem in order to capture word associations of the emotion words themselves, by either including the emotions in the input, or by leveraging Masked Language Modeling (MLM).

Emotion Recognition Language Modelling +1

Crypto Pump and Dump via Deep Learning Techniques

2 code implementations10 May 2022 Viswanath Chadalapaka, Kyle Chang, Gireesh Mahajan, Anuj Vasil

Despite the fact that cryptocurrencies themselves have experienced an astonishing rate of adoption over the last decade, cryptocurrency fraud detection is a heavily under-researched problem area.

Fraud Detection

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