4 papers
cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation
Kshitij Gupta, Devansh Gautam, Radhika Mamidi
Vision-and-language tasks are gaining popularity in the research community, but the focus is still mainly on English. We propose a pipeline that utilizes English-only vision-langua…
ViTA: Visual-Linguistic Translation by Aligning Object Tags
Kshitij Gupta, Devansh Gautam, Radhika Mamidi
Multimodal Machine Translation (MMT) enriches the source text with visual information for translation. It has gained popularity in recent years, and several pipelines have been pro…
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning
Devansh Gautam, Kshitij Gupta, Manish Shrivastava
Tables are widely used in various kinds of documents to present information concisely. Understanding tables is a challenging problem that requires an understanding of language and…
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble
Kshitij Gupta, Devansh Gautam, Radhika Mamidi
Memes are one of the most popular types of content used to spread information online. They can influence a large number of people through rhetorical and psychological techniques. T…