Investigating Math Word Problems using Pretrained Multilingual Language
Models

Investigating Math Word Problems using Pretrained Multilingual Language Models

19 May 2021

Lei Wang

Lingxiao Jiang

Papers citing "Investigating Math Word Problems using Pretrained Multilingual Language Models"

17 / 17 papers shown

Title
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 58 55 0 16 Oct 2021
Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems Jinghui Qin Lihui Lin Xiaodan Liang Rumin Zhang Liang Lin AIMat 46 67 0 14 Oct 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 350 18,739 0 13 Feb 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 79 589 0 10 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 199 6,546 0 05 Nov 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 344 6,448 0 26 Sep 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms Richard Shin Miltiadis Allamanis Marc Brockschmidt Oleksandr Polozov 61 87 0 26 Jun 2019
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms Aida Amini Saadia Gabriel Shanchuan Lin Rik Koncel-Kedziorski Yejin Choi Hannaneh Hajishirzi AIMat ReLM AI4CE 102 569 0 30 May 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 93 678 0 19 Apr 2019
Translating a Math Word Problem to an Expression Tree Lei Wang Yan Wang Deng Cai Dongxiang Zhang Xiaojiang Liu AIMat 48 157 0 14 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 57 1,381 0 13 Sep 2018
NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System Xi Lin Chenglong Wang Luke Zettlemoyer Michael D. Ernst 114 167 0 25 Feb 2018
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems Wang Ling Dani Yogatama Chris Dyer Phil Blunsom AIMat 79 727 0 11 May 2017
Deep Neural Machine Translation with Linear Associative Unit Mingxuan Wang Zhengdong Lu Jie Zhou Qun Liu 51 54 0 02 May 2017
Solving General Arithmetic Word Problems Subhro Roy Dan Roth AIMat 63 478 0 04 Aug 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 190 222 0 21 Mar 2016