MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

30 May 2019

Aida Amini

Saadia Gabriel

Shanchuan Lin

Rik Koncel-Kedziorski

Yejin Choi

Papers citing "MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms"

23 / 123 papers shown

Title
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Peter Clark Chitta Baral A. Kalyan AIMat ReLM ELM LRM 25 102 0 12 Apr 2022
Enhancing Neural Mathematical Reasoning by Abductive Combination with Symbolic Library Yang Hu Yang Yu AIMat AI4CE 6 4 0 28 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 29 196 0 14 Mar 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 26 6 0 10 Feb 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 29 3,785 0 27 Oct 2021
Hey AI, Can You Solve Complex Tasks by Talking to Agents? Tushar Khot Kyle Richardson Daniel Khashabi Ashish Sabharwal RALM LRM 13 14 0 16 Oct 2021
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems Zhongli Li Wenxuan Zhang Chao Yan Qingyu Zhou Chao Li Hongzhi Liu Yunbo Cao AIMat 33 55 0 16 Oct 2021
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints Zichao Wang Andrew S. Lan Richard G. Baraniuk 64 45 0 09 Sep 2021
NumGPT: Improving Numeracy Ability of Generative Pre-trained Models Zhihua Jin Xin Jiang Xingbo Wang Qun Liu Yong Wang Xiaozhe Ren Huamin Qu 16 20 0 07 Sep 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Luu Anh Tuan AIMat 28 294 0 01 Sep 2021
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving Zhenwen Liang Jipeng Zhang Lei Wang Wei Qin Yunshi Lan Jie Shao Xiangliang Zhang AIMat 36 61 0 28 Jul 2021
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning Piotr Pikekos Henryk Michalewski Mateusz Malinowski 22 28 0 07 Jun 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song-Chun Zhu AIMat LRM 23 208 0 10 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 211 179 0 18 Apr 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 29 114 0 24 Mar 2021
Are NLP Models really able to Solve Simple Math Word Problems? Arkil Patel S. Bhattamishra Navin Goyal ReLM LRM 27 764 0 12 Mar 2021
Measuring Mathematical Problem Solving With the MATH Dataset Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang D. Song Jacob Steinhardt ReLM FaML 81 1,814 0 05 Mar 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 24 266 0 26 Jan 2021
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar Yining Hong Qing Li Ran Gong Daniel Ciao Siyuan Huang Song-Chun Zhu AIMat 13 31 0 27 Dec 2020
Reverse Operation based Data Augmentation for Solving Math Word Problems Qianying Liu Wenyu Guan Sujian Li Fei Cheng Daisuke Kawahara Sadao Kurohashi 12 28 0 04 Oct 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 19 34 0 02 May 2020
Question Answering is a Format; When is it Useful? Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min 23 51 0 25 Sep 2019
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 259 1,896 0 10 Jan 2017