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2004.13781
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Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem
Findings (Findings), 2020
7 April 2020
Shucheng Li
Lingfei Wu
Shiwei Feng
Fangli Xu
Fengyuan Xu
Sheng Zhong
AIMat
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Papers citing
"Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem"
30 / 30 papers shown
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
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Chao Shen
Meng Jiang
KELM
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340
11
0
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Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving
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AIMat
215
1
0
05 Apr 2024
ATHENA: Mathematical Reasoning with Thought Expansion
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
JB. Kim
Hazel Kim
Joonghyuk Hahn
Yo-Sub Han
ReLM
LRM
AIMat
361
8
0
02 Nov 2023
An Expression Tree Decoding Strategy for Mathematical Equation Generation
Wenqi Zhang
Yongliang Shen
Qingpeng Nong
Zeqi Tan
Zeqi Tan Yanna Ma
Weiming Lu
AIMat
422
7
0
14 Oct 2023
Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems
Aniruddha Deb
Neeva Oza
Sarthak Singla
Dinesh Khandelwal
Dinesh Garg
Parag Singla
212
11
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03 Oct 2023
MWPRanker: An Expression Similarity Based Math Word Problem Retriever
Mayank Goel
Venktesh V
Vikram Goyal
165
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03 Jul 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements
Syed Rifat Raiyan
Md. Nafis Faiyaz
S. Kabir
Mohsinul Kabir
H. Mahmud
Md. Kamrul Hasan
224
19
0
24 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Mengxue Zhang
Zichao Wang
Zhichao Yang
Weiqi Feng
Andrew Lan
LRM
192
25
0
01 Jun 2023
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yi Bin
Meng Han
Wenhao Shi
Lei Wang
Yang Yang
See-Kiong Ng
Heng Tao Shen
AIMat
192
11
0
08 May 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Mayank Agarwal
Pavan Kapanipathi
Subhajit Chaudhury
Tahira Naseem
Ramón Fernández Astudillo
Achille Fokoue
Tim Klinger
NAI
280
3
0
07 May 2023
A Survey of Deep Learning for Mathematical Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Pan Lu
Liang Qiu
Wenhao Yu
Sean Welleck
Kai-Wei Chang
ReLM
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397
193
0
20 Dec 2022
Structure-Unified M-Tree Coding Solver for MathWord Problem
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Bin Wang
Jiangzhou Ju
Yang-Wen Fan
Xinyu Dai
Shujian Huang
Jiajun Chen
AIMat
230
17
0
22 Oct 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wenqi Zhang
Yongliang Shen
Yanna Ma
Xiaoxia Cheng
Zeqi Tan
Qingpeng Nong
Weiming Lu
234
28
0
21 Oct 2022
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler
Neural Information Processing Systems (NeurIPS), 2022
Jiaxin Zhang
Yashar Moshfeghi
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301
24
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18 Oct 2022
Learning Tree Structures from Leaves For Particle Decay Reconstruction
James Kahn
I. Tsaklidis
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Lea Reuter
G. Dujany
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A. Thaller
P. Goldenzweig
F. Bernlochner
Achim Streit
Markus Gotz
230
11
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31 Aug 2022
Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers
Sowmya S. Sundaram
Sairam Gurajada
M. Fisichella
Deepak P
Savitha Sam Abraham
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262
14
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31 May 2022
A Survey in Mathematical Language Processing
Jordan Meadows
André Freitas
AIMat
281
18
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30 May 2022
Scenario-based Multi-product Advertising Copywriting Generation for E-Commerce
Xueying Zhang
Kai Shen
Fangqiu Yi
Xiaochuan Fan
Yun Xiao
Zhen He
Bo Long
Lingfei Wu
218
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21 May 2022
Tackling Math Word Problems with Fine-to-Coarse Abstracting and Reasoning
Ai Li
Xueyao Jiang
Bang Liu
Jiaqing Liang
Yanghua Xiao
160
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17 May 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zhanming Jie
Jierui Li
Wei Lu
ReLM
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303
89
0
19 Mar 2022
A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level
Proceedings of the National Academy of Sciences of the United States of America (PNAS), 2021
Iddo Drori
Sarah J. Zhang
Reece Shuttleworth
Leonard Tang
Albert Lu
...
J. Lynch
A. Shporer
Nakul Verma
Eugene Wu
G. Strang
AIMat
ReLM
481
183
0
31 Dec 2021
Solving Linear Algebra by Program Synthesis
Iddo Drori
Nakul Verma
140
20
0
16 Nov 2021
Training Verifiers to Solve Math Word Problems
K. Cobbe
V. Kosaraju
Mohammad Bavarian
Mark Chen
Heewoo Jun
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Jerry Tworek
Jacob Hilton
Reiichiro Nakano
Christopher Hesse
John Schulman
ReLM
OffRL
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8,043
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27 Oct 2021
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zichao Wang
Andrew Lan
Richard G. Baraniuk
216
63
0
09 Sep 2021
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers
Yihuai Lan
Lei Wang
Qiyuan Zhang
Yunshi Lan
B. Dai
Yan Wang
Dongxiang Zhang
Ee-Peng Lim
AIMat
252
78
0
02 Sep 2021
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Pierre Marion
Pawel Krzysztof Nowak
Francesco Piccinno
LMTD
195
22
0
01 Sep 2021
Solving Machine Learning Problems
Sunny Tran
P. Krishna
Ishan Pakuwal
Prabhakar Kafle
Nikhil Singh
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Iddo Drori
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349
12
0
02 Jul 2021
Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection
Shucheng Li
Fengyuan Xu
Runchuan Wang
Sheng Zhong
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184
25
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18 Jun 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
S. Tsai
Chao-Chun Liang
Hsin-Min Wang
Keh-Yih Su
AIMat
127
26
0
02 Jun 2021
Deep Graph Translation
Xiaojie Guo
Lingfei Wu
Bo Pan
GNN
235
34
0
25 May 2018
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