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Learning to Automatically Solve Algebra Word Problems
We present an approach for automatically learning to solve algebra word problems. Our algorithm reasons across sentence boundaries to construct and solve a sys- tem of linear equations, while simultane- …...
Improving the Precision of Natural Textual Entailment Problem Datasets
AbstractIn this paper, we propose a method to modify natural textual entailment problem datasets so that they better reflect a more precise notion of entailment. We apply this method to …...
Language Proficiency Scoring
AbstractThe Common European Framework of Reference (CEFR) provides generic guidelines for the evaluation of language proficiency. Nevertheless, for automated proficiency classification systems, different approaches for different languages are proposed. Our …...
MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text
AbstractMaterial science synthesis procedures are a promising domain for scientific NLP, as proper modeling of these recipes could provide insight into new ways of creating materials. However, a fundamental challenge …...