Search Results for author: Abisek Rajakumar Kalarani

Found 2 papers, 1 papers with code

"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioning

no code implementations1 Jun 2023 Abisek Rajakumar Kalarani, Pushpak Bhattacharyya, Niyati Chhaya, Sumit Shekhar

We exploit context by pretraining our model with datasets of three tasks: news image captioning where the news article is the context, contextual visual entailment, and keyword extraction from the context.

Image Captioning Keyword Extraction +2

A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection

1 code implementation27 May 2023 Naveen Badathala, Abisek Rajakumar Kalarani, Tejpalsingh Siledar, Pushpak Bhattacharyya

Additionally, our multi-task learning (MTL) approach shows an improvement of up to 17% over single-task learning (STL) for both hyperbole and metaphor detection, supporting our hypothesis.

Multi-Task Learning

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