Math AI - DeepAI
The most powerful math solver AI on the market. Math AI solves everything from basic algebra to advanced calculus, delivering precise answers and step-by-step explanations. Effortlessly generate …
A Survey of Deep Learning for Mathematical Reasoning | DeepAI
Dec 20, 2022 · The development of artificial intelligence (AI) systems capable of solving math problems and proving theorems has garnered significant interest in the fields of machine learning and natural …
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks
Jul 3, 2021 · Previous math word problem solvers following the encoder-decoder paradigm fail to explicitly incorporate essential math symbolic constraints, leading to unexplainable and unreasonable …
DeepAI
Beyond making AI accessible to creators worldwide, we believe in using our technology to solve real-world problems and support communities in need. Our "AI for Good" initiative reflects our …
Training Verifiers to Solve Math Word Problems - DeepAI
Oct 27, 2021 · To diagnose the failures of current models and support research, we introduce GSM8K, a dataset of 8.5K high quality linguistically diverse grade school math word problems.
Solving Challenging Math Word Problems Using GPT-4 Code ... - DeepAI
Aug 15, 2023 · Recent progress in large language models (LLMs) like GPT-4 and PaLM-2 has brought significant advancements in addressing math reasoning problems. In particular, OpenAI's latest …
Measuring Mathematical Problem Solving With the MATH Dataset
Mar 5, 2021 · Many intellectual endeavors require mathematical problem solving, but this skill remains beyond the capabilities of computers. To measure this ability in machine learning models, we …
Limits of an AI program for solving college math problems
Aug 14, 2022 · The work of solving the problems is done, not by a neural network, but by the symbolic algebra package Sympy. Problems of various formats are excluded from consideration.
Math Word Problem Solving by Generating Linguistic Variants of
Jun 24, 2023 · Researchers have recently published a plethora of works centered around the task of solving Math Word Problems (MWP) - a crucial stride towards general AI. These existing models are …
MAmmoTH: Building Math Generalist Models through Hybrid ... - DeepAI
Sep 11, 2023 · We introduce MAmmoTH, a series of open-source large language models (LLMs) specifically tailored for general math problem-solving. The MAmmoTH models are trained on …