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  1. Studies of Mathematical Language Processing Project.
    ResearchGate
    Mathematical Language Processing Project
    In natural language, words and phrases themselves imply the semantics. In contrast, the meaning of identifiers in mathematical formulae is undefined. Thus scientists must study the context to decode the meaning. The Mathematical Language Processing (MLP) project aims to support that process. In this...
    Author: Rober Pagael, …
    Published: 2014/06/07
    DOI: 10.13140/2.1.449…
    arXiv.org
    A Survey in Mathematical Language Processing
    Informal mathematical text underpins real-world quantitative reasoning and communication. Developing sophisticated methods of retrieval and abstraction from this dual modality is crucial in the pursuit of the vision of automating discovery in quantitative science and mathematics. We track the develo...
    Author: Meadows, Jor…
    Published: 2022/05/30
    Page Count: 10
    ResearchGate
    Mathematical language processing project
    In natural language, words and phrases themselves imply the semantics. In contrast, the meaning of identifiers in mathematical formulae is undefined. Thus scientists must study the context to decode the meaning. The Mathematical Language Processing (MLP) project aims to support that process. In this...
    Published: 2014/01/01
    arXiv.org
    Mathematical Language Processing: Automatic Grading and Feedback for Open Response Mathematical Questions
    While computer and communication technologies have provided effective means to scale up many aspects of education, the submission and grading of assessments such as homework assignments and tests remains a weak link. In this paper, we study the problem of automatically grading the kinds of open resp...
    Author: Lan, Andrew S…
    Published: 2015/01/18
    Cite As: arXiv:1501.04…
  2. arXiv.org
    https://arxiv.org/abs/1407.0167

    [1407.0167] Mathematical Language Processing Project - arXiv.org

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  3. arXiv.org
    https://arxiv.org/pdf/1407.0167.pdf
    [PDF]

    Mathematical Language Processing Project - arXiv.org

  4. ResearchGate
    https://www.researchgate.net/publication/263582710...

    (PDF) Mathematical Language Processing Project - ResearchGate

  5. Papers With Code
    https://paperswithcode.com/paper/math…

    Mathematical Language Processing Project | Papers …

    Jul 1, 2014 · The Mathematical Language Processing (MLP) project aims to support that process. In this paper, we compare two approaches to discover identifier-definition tuples. At first we use a simple pattern matching approach.

  6. arXiv.org
    https://arxiv.org/abs/2205.15231

    [2205.15231] A Survey in Mathematical Language Processing

  7. Semantic Scholar
    https://www.semanticscholar.org/paper/Mathematical...

    Mathematical Language Processing Project - Semantic Scholar

  8. People also ask
    What is mathematical language processing (MLP)?
    Mathematical language processing (MLP) itself has been described in the context of various targeted texts, such as linking variables to descriptions (Pagael and Schubotz, 2014), grading answers (Lan et al., 2015), and deriving abstract representations for downstream applications (Wang et al., 2021).

    Introduction to Mathematical Language Processing: Informal Proofs, W…

    direct.mit.edu
    What tasks are based on mathematical language?
    There is an abundance of tasks considering mathematical language, such as question answering (Hopkins et al., 2019; Feng et al., 2021; Lewkowycz et al., 2022; Mansouri et al., 2022b) and headline generation (Yuan et al., 2020; Peng et al., 2021).

    Introduction to Mathematical Language Processing: Informal Proofs, W…

    direct.mit.edu
    Do separate mechanisms for representing mathematics and natural language improve performance?
    Separate mechanisms for representing mathematics and natural language can improve performance. Regardless of the task variation, most current methods do not fully discriminate the semantics of mathematics and natural language, not specifically accounting for aspects of each modality.

    Introduction to Mathematical Language Processing: Informal Proofs, W…

    direct.mit.edu
    How does the brain handle math word problems?
    Neuroscience research suggests the brain handles mathematics separately to language (Butterworth, 2002; Amalric and Dehaene, 2016; Kulasingham et al., 2021). Solving math word problems dates back to the dawn of artificial intelligence research (Feigenbaum and Feldman, 1963; Bobrow, 1964; Charniak, 1969).

    Introduction to Mathematical Language Processing: Informal Proofs, W…

    direct.mit.edu
    What is a mathematical reference generation task?
    Welleck et al. (2021a) propose a mathematical reference generation task. Given a mathematical claim, the order and number of references within a proof are predicted. A reference is a theorem, definition, or a page that is linked to within the contents of a statement or proof.

    Introduction to Mathematical Language Processing: Informal Proofs, W…

    direct.mit.edu
    What is a math word problem?
    Solving math word problems dates back to the dawn of artificial intelligence research (Feigenbaum and Feldman, 1963; Bobrow, 1964; Charniak, 1969). It can be defined as the task of translating a problem description paragraph into a set of equations to be solved (Li et al., 2020).

    Introduction to Mathematical Language Processing: Informal Proofs, W…

    direct.mit.edu
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  9. MIT Press
    https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00594/117587

    Introduction to Mathematical Language Processing: Informal

  10. Archive
    https://archive.org/details/arxiv-1407.0167

    Mathematical Language Processing Project : Robert Pagael : Free ...

  11. ResearchGate
    https://www.researchgate.net/publication/28…

    (PDF) Mathematical language processing project

    Jan 1, 2014 · The Mathematical Language Processing (MLP) project aims to support that process. In this paper, we compare two approaches to discover identifier-definition tuples. At first we use a simple...

  12. ACL Anthology
    https://aclanthology.org/2023.tacl-1.66

    Introduction to Mathematical Language Processing: Informal …