[PDF] Top 20 Explanation Generation for a Math Word Problem Solver

... Machine Reading (MR) aims to make the knowledge contained in the text available in forms that machines can use them for automated processing. That is, machines will learn to read from a few examples and they will read to ... See full document

... an Explanation Tree structure, is shown at Figure ...the Explanation Tree, and serving as the input data structure to OP Oriented Algorithm in Discourse Planner, which will be further presented as pseudo ... See full document

... MWP solver is shown in Figure ...the Problem Resolution module, which adopts the logic inference approach to obtain the answer for each ...the Explanation Generation (EG) module will explain ... See full document

... either generation model or classification ...the math expression. The latter first classifies the problem text into one of the pre-defined templates with ex- plicit operators and then fills the ... See full document

... the problem (Kush- man et ...the generation category, and the single model perfor- mance achieved by our proposed model is new state-of-the-art (> 65%) and even better than the hybrid model result ...the ... See full document

... the explanation of UWs in different natural languages for ...UWs explanation in all natural languages. To solve this problem, this research proposes the way to auto generate the UWs ... See full document

... The interface of Wolfram Alpha is probably the clos- est to ours. However their system is limited to han- dling mostly number queries, and very simple arith- metic problems. In contrast, our system can solve complicated ... See full document

... A math word problem consists of a narrative that grounds mathematical formalisms in real-world ...the word problem text, but they are implied by the ...a math word ... See full document

... 23161 math word problems labeled with equa- tion templates and ...a problem to one equation template defined in the training set by reasoning across problem ...all math word ... See full document

... solve math word problems? Large-scale Dataset construction and evaluation,” in Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Berlin, ... See full document

... Code generation maps a piece of program description to programming lan- guage source ...their generation is at token level so it cannot guaran- tee the result is syntactically ...code generation ... See full document

... solve math word prob- lems. This method learns the mappings between math concept phrases in math word problems and their math expressions from training ...in math ... See full document

... to math word problem ...geting math problem ...equation generation, plot generation and surface text realization, which requires manually defined ontology and ...existing ... See full document

... statistical math word problem solver with understand- ing, reasoning, and ...extracted math quanti- ty with its associated syntactic and semantic information, which can be used to ... See full document

... given math word problem means, we still might not know how to solve it if we have not been taught for solving the same type of problems in a math class before ...of math operations ... See full document

... MWP solver comprises a web user interface (Figure 4) and a processing ...the problem and display various outputs generated from the submitted ...submitted problem to get the ...and explanation ... See full document

... English math word problems (MWPs) via understanding and reasoning in this ...extracted math quantity with its associated context infor- mation ...a solver solves MWPs mainly via under- ... See full document

... an explanation for a successful solution is very straightforward: “see, the constraints are ...further explanation as to how the solution was obtained, or a characterization of a set of so- ...satisfaction ... See full document

... SMT approaches suffer due to data sparsity while translating into a morphologically rich language. We solve this problem by enriching the origi- nal data with the missing morphological forms of words. Morphology ... See full document

... If generation and word length are based upon the same processes then the expectation would be that the word length effect would attenuated on the order task, but that the reverse effect would be ... See full document