Search Results for author: Nishant Subramani

Found 6 papers, 1 papers with code

A Survey of Deep Learning Approaches for OCR and Document Understanding

1 code implementation27 Nov 2020 Nishant Subramani, Alexandre Matton, Malcolm Greaves, Adrian Lam

Documents are a core part of many businesses in many fields such as law, finance, and technology among others.

Optical Character Recognition

Discovering Useful Sentence Representations from Large Pretrained Language Models

no code implementations20 Aug 2020 Nishant Subramani, Nivedita Suresh

We explore the question of whether these models can be adapted to be used as universal decoders.

Language Modelling

Can Unconditional Language Models Recover Arbitrary Sentences?

no code implementations NeurIPS 2019 Nishant Subramani, Samuel R. Bowman, Kyunghyun Cho

We then investigate the conditions under which a language model can be made to generate a sentence through the identification of a point in such a space and find that it is possible to recover arbitrary sentences nearly perfectly with language models and representations of moderate size without modifying any model parameters.

Language Modelling Text Classification

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