TY - GEN
T1 - Race against the teens – Benchmarking mechanized math on pre-university problems
AU - Matsuzaki, Takuya
AU - Iwane, Hidenao
AU - Kobayashi, Munehiro
AU - Zhan, Yiyang
AU - Fukasaku, Ryoya
AU - Kudo, Jumma
AU - Anai, Hirokazu
AU - Arai, Noriko H.
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2016.
PY - 2016
Y1 - 2016
N2 - This paper introduces a benchmark problem library for mechanized math technologies including computer algebra and automated theorem proving. The library consists of pre-university math problems taken from exercise problem books, university entrance exams, and the International Mathematical Olympiads. It thus includes problems in various areas of pre-university math and with a variety of difficulty. Unlike other existing benchmark libraries, this one contains problems that are formalized so that they are obtainable as the result of mechanical translation of the original problems expressed in natural language. In other words, the library is designed to support the integration of the technologies of mechanized math and natural language processing towards the goal of end-to-end automatic math problem solving. The paper also presents preliminary experimental results of our prototype reasoning component of an end-to-end system on the library. The library is publicly available through the Internet.
AB - This paper introduces a benchmark problem library for mechanized math technologies including computer algebra and automated theorem proving. The library consists of pre-university math problems taken from exercise problem books, university entrance exams, and the International Mathematical Olympiads. It thus includes problems in various areas of pre-university math and with a variety of difficulty. Unlike other existing benchmark libraries, this one contains problems that are formalized so that they are obtainable as the result of mechanical translation of the original problems expressed in natural language. In other words, the library is designed to support the integration of the technologies of mechanized math and natural language processing towards the goal of end-to-end automatic math problem solving. The paper also presents preliminary experimental results of our prototype reasoning component of an end-to-end system on the library. The library is publicly available through the Internet.
UR - http://www.scopus.com/inward/record.url?scp=84976638591&partnerID=8YFLogxK
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U2 - 10.1007/978-3-319-40229-1_15
DO - 10.1007/978-3-319-40229-1_15
M3 - Conference contribution
AN - SCOPUS:84976638591
SN - 9783319402284
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 213
EP - 227
BT - Automated Reasoning - 8th International Joint Conference, IJCAR 2016, Proceedings
A2 - Olivetti, Nicola
A2 - Tiwari, Ashish
PB - Springer Verlag
T2 - 8th International Joint Conference on Automated Reasoning, IJCAR 2016
Y2 - 27 June 2016 through 2 July 2016
ER -