Search Results for author: Sohan Patnaik

Found 8 papers, 5 papers with code

CABINET: Content Relevance based Noise Reduction for Table Question Answering

1 code implementation2 Feb 2024 Sohan Patnaik, Heril Changwal, Milan Aggarwal, Sumit Bhatia, Yaman Kumar, Balaji Krishnamurthy

Typically, only a small part of the whole table is relevant to derive the answer for a given question.

 Ranked #1 on Semantic Parsing on WikiSQL (Denotation accuracy (test) metric)

In-Context Learning Question Answering +1

$FastDoc$: 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

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

A data-science-driven short-term analysis of Amazon, Apple, Google, and Microsoft stocks

no code implementations30 Jul 2021 Shubham Ekapure, Nuruddin Jiruwala, Sohan Patnaik, Indranil SenGupta

In this paper, we implement a combination of technical analysis and machine/deep learning-based analysis to build a trend classification model.

Cannot find the paper you are looking for? You can Submit a new open access paper.