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This repository provides HAWP: a dataset for Hindi Word Problem Solving and a baseline (LREC 2022)

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hellomasaya/hawp

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This repository provides HAWP(a first ever diverse dataset for Hindi) for evaluating and developing MWP Solvers for Hindi. It contains 2336 Hindi Math Word Problems (MWPs), and is published in the paper "HAWP: a Dataset for Hindi Arithmetic Word Problem Solving".

The dataset can be found inhawp/dataset/

About the dataset

NameHAWP
Versionv1.0
Resource TypeCorpus
Language TypeMonolingual
LanguageHindi
Size2336 MWPs
ModalityWritten
AnnotationEquation, Relevant Indices, Number Of Operators
UseFor Automatic Word Problem Solving
FormatJSON

Snapshot of dataset:

{"pIndex":0,"Problem":"सोहन ने 7.423 की.ग्रा. चावल तथा 6.129 की.ग्रा. दाल खरीदी। सोहन ने कुल कितना सामान खरीदा?","Equation":"X = ( 7.423 + 6.129 )","Relevant Indices": [0,1    ],"Number of Operators":1  }
  • pIndex: A unique identifier for a MWP
  • Problem: The word problem text (includes statements and clues for solving an MWP) and question to be solved based on the word problem text.
  • Equation: The equation used to solve the MWP
  • Relevant Indices: List of incides of quantities in the MWP that are relevant to solve the question. Whenever the MWP requires world knowledge or uses implict quantities, the relevant indices list containsimplicit keyword.
  • Number of Operators: Number of operations required to solve the MWP.

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This repository provides HAWP: a dataset for Hindi Word Problem Solving and a baseline (LREC 2022)

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