Search Results for author: Manav Nitin Kapadnis

Found 5 papers, 4 papers with code

An Evaluation Framework for Legal Document Summarization

1 code implementation LREC 2022 Ankan Mullick, Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, R Raghav, Roshni Kar

A law practitioner has to go through numerous lengthy legal case proceedings for their practices of various categories, such as land dispute, corruption, etc.

Document Summarization

$FastDoc$: Domain-Specific Fast Pre-training Technique using Document-Level Metadata and Taxonomy

1 code implementation9 Jun 2023 Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, Yash Parag Butala, Pawan Goyal, Niloy Ganguly

As the demand for sophisticated Natural Language Processing (NLP) models continues to grow, so does the need for efficient pre-training techniques.

Sentence

CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text

1 code implementation22 Oct 2023 Abhilash Nandy, Manav Nitin Kapadnis, Pawan Goyal, Niloy Ganguly

In this paper, we propose CLMSM, a domain-specific, continual pre-training framework, that learns from a large set of procedural recipes.

Contrastive Learning Language Modelling +2

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