Equation Parsing : Mapping Sentences to Grounded Equations

@inproceedings{Roy2016EquationP,
  title={Equation Parsing : Mapping Sentences to Grounded Equations},
  author={Subhro Roy and Shyam Upadhyay and Dan Roth},
  booktitle={EMNLP},
  year={2016}
}
  • Subhro Roy, Shyam Upadhyay, Dan Roth
  • Published in EMNLP 2016
  • Computer Science
  • Identifying mathematical relations expressed in text is essential to understanding a broad range of natural language text from election reports, to financial news, to sport commentaries to mathematical word problems. This paper focuses on identifying and understanding mathematical relations described within a single sentence. We introduce the problem of Equation Parsing -- given a sentence, identify noun phrases which represent variables, and generate the mathematical equation expressing the… CONTINUE READING

    Figures, Tables, and Topics from this paper.

    Explore key concepts

    Links to highly relevant papers for key concepts in this paper:

    Citations

    Publications citing this paper.
    SHOWING 1-10 OF 15 CITATIONS

    Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems

    VIEW 5 EXCERPTS
    CITES BACKGROUND & METHODS
    HIGHLY INFLUENCED

    Mapping to Declarative Knowledge for Word Problem Solving

    • Subhro Roy, Dan Roth
    • Computer Science
    • Transactions of the Association for Computational Linguistics
    • 2018
    VIEW 1 EXCERPT
    CITES BACKGROUND

    The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers

    Text2Math: End-to-end Parsing Text into Math Expressions

    VIEW 22 EXCERPTS
    CITES METHODS, BACKGROUND & RESULTS
    HIGHLY INFLUENCED

    Automatic Generation of Headlines for Online Math Questions

    VIEW 2 EXCERPTS
    CITES METHODS & BACKGROUND

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 28 REFERENCES

    Reasoning about Quantities in Natural Language

    VIEW 1 EXCERPT

    Solving General Arithmetic Word Problems

    VIEW 1 EXCERPT