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Problems with Explanations for Numbers

Introduced 2022-05-01

Provided explanations on the existing three benchmark datasets on solving algebraic word problems: ALG514, DRAW-1K, MAWPS

Benchmarks

Math Word Problem Solving/Accuracy (%)Mathematical Question Answering/Accuracy (%)Mathematical Reasoning/Accuracy (%)Question Answering/Accuracy (%)

Related Benchmarks

PenDigits/Time Series Classification/Accuracy PenDigits/Time Series Classification/NLL Pendulum-v1/OpenAI Gym/Action Repetition Pendulum-v1/OpenAI Gym/Average Decisions Pendulum-v1/OpenAI Gym/Mean Reward Penn Action/Action Recognition/Accuracy Penn Action/Activity Recognition/Accuracy Penn Treebank/Chunking/F1 score Penn Treebank/Constituency Parsing/F1 score Penn Treebank/Dependency Parsing/LAS Penn Treebank/Dependency Parsing/POS Penn Treebank/Dependency Parsing/UAS Penn Treebank/Open Information Extraction/AUC Penn Treebank/Open Information Extraction/F1 Penn Treebank/Part-Of-Speech Tagging/Accuracy Penn Treebank/Shallow Syntax/F1 score Penn Treebank (Character Level)/Language Modelling/Bit per Character (BPC)Penn Treebank (Character Level)/Language Modelling/Number of params Penn Treebank (Character Level) 3x1000 LSTM - 500 Epochs/Stochastic Optimization/Bit per Character (BPC)Penn Treebank (Word Level)/Language Modelling/Params Penn Treebank (Word Level)/Language Modelling/Test perplexity Penn Treebank (Word Level)/Language Modelling/Validation perplexity Penn94/Node Classification/1:1 Accuracy Penn94/Node Classification/Accuracy pendigits/Image Clustering/Accuracy pendigits/Image Clustering/NMI pendigits/Image/Document Clustering/Accuracy (%)pendigits/Image/Document Clustering/NMI pendigits/Image/Document Clustering/runtime (s)pendigits/Time Series Classification/Accuracy pendulum.swingup/3D/Return pendulum.swingup/3D Face Modelling/Return pendulum.swingup/Continuous Control/Return

Statistics

Papers: 5
Benchmarks: 4

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Tasks

Math Word Problem Solving Mathematical Question Answering Mathematical Reasoning Question Answering