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Training Verifiers to Solve Math Word Problems

Training Verifiers to Solve Math Word Problems

27 October 2021
K. Cobbe
V. Kosaraju
Mohammad Bavarian
Mark Chen
Heewoo Jun
Lukasz Kaiser
Matthias Plappert
Jerry Tworek
Jacob Hilton
Reiichiro Nakano
Christopher Hesse
John Schulman
    ReLM
    OffRL
    LRM
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Papers citing "Training Verifiers to Solve Math Word Problems"

31 / 3,031 papers shown
Title
Least-to-Most Prompting Enables Complex Reasoning in Large Language
  Models
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Denny Zhou
Nathanael Scharli
Le Hou
Jason W. Wei
Nathan Scales
...
Dale Schuurmans
Claire Cui
Olivier Bousquet
Quoc Le
Ed H. Chi
RALM
LRM
AI4CE
24
1,052
0
21 May 2022
Selection-Inference: Exploiting Large Language Models for Interpretable
  Logical Reasoning
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
Antonia Creswell
Murray Shanahan
I. Higgins
ReLM
LRM
39
341
0
19 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi
Wanjun Zhong
Yan Gao
Nan Duan
Jian-Guang Lou
NAI
GAN
LRM
AI4CE
41
16
0
18 May 2022
LogicSolver: Towards Interpretable Math Word Problem Solving with
  Logical Prompt-enhanced Learning
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning
Zhicheng YANG
Jinghui Qin
Jiaqi Chen
Liang Lin
Xiaodan Liang
ReLM
LRM
35
30
0
17 May 2022
Structured, flexible, and robust: benchmarking and improving large
  language models towards more human-like behavior in out-of-distribution
  reasoning tasks
Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks
K. M. Collins
Catherine Wong
Jiahai Feng
Megan Wei
J. Tenenbaum
LRM
28
57
0
11 May 2022
UL2: Unifying Language Learning Paradigms
UL2: Unifying Language Learning Paradigms
Yi Tay
Mostafa Dehghani
Vinh Q. Tran
Xavier Garcia
Jason W. Wei
...
Tal Schuster
H. Zheng
Denny Zhou
N. Houlsby
Donald Metzler
AI4CE
62
297
0
10 May 2022
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User
  Feedback for Continual System Improvement
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement
Bhavana Dalvi
Oyvind Tafjord
Peter Clark
LRM
KELM
ReLM
38
37
0
27 Apr 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU
  Benchmarks
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks
Ruixiang Cui
Daniel Hershcovich
Anders Søgaard
25
13
0
22 Apr 2022
PaLM: Scaling Language Modeling with Pathways
PaLM: Scaling Language Modeling with Pathways
Aakanksha Chowdhery
Sharan Narang
Jacob Devlin
Maarten Bosma
Gaurav Mishra
...
Kathy Meier-Hellstern
Douglas Eck
J. Dean
Slav Petrov
Noah Fiedel
PILM
LRM
112
6,028
0
05 Apr 2022
LogicInference: A New Dataset for Teaching Logical Inference to seq2seq
  Models
LogicInference: A New Dataset for Teaching Logical Inference to seq2seq Models
Santiago Ontanon
Joshua Ainslie
Vaclav Cvicek
Zachary Kenneth Fisher
NAI
ReLM
LRM
24
13
0
28 Mar 2022
STaR: Bootstrapping Reasoning With Reasoning
STaR: Bootstrapping Reasoning With Reasoning
E. Zelikman
Yuhuai Wu
Jesse Mu
Noah D. Goodman
ReLM
LRM
44
429
0
28 Mar 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
320
3,273
0
21 Mar 2022
Teaching language models to support answers with verified quotes
Teaching language models to support answers with verified quotes
Jacob Menick
Maja Trebacz
Vladimir Mikulik
John Aslanides
Francis Song
...
Mia Glaese
Susannah Young
Lucy Campbell-Gillingham
G. Irving
Nat McAleese
ELM
RALM
246
259
0
21 Mar 2022
Memorizing Transformers
Memorizing Transformers
Yuhuai Wu
M. Rabe
DeLesley S. Hutchins
Christian Szegedy
RALM
30
173
0
16 Mar 2022
Capturing Failures of Large Language Models via Human Cognitive Biases
Capturing Failures of Large Language Models via Human Cognitive Biases
Erik Jones
Jacob Steinhardt
28
91
0
24 Feb 2022
GPT-based Open-Ended Knowledge Tracing
GPT-based Open-Ended Knowledge Tracing
Naiming Liu
Zichao Wang
Richard G. Baraniuk
Andrew S. Lan
AI4Ed
32
3
0
21 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems
  Perspective
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective
Erfan Al-Hossami
Samira Shaikh
32
6
0
10 Feb 2022
Competition-Level Code Generation with AlphaCode
Competition-Level Code Generation with AlphaCode
Yujia Li
David Choi
Junyoung Chung
Nate Kushman
Julian Schrittwieser
...
Esme Sutherland Robson
Pushmeet Kohli
Nando de
Koray Kavukcuoglu
Oriol Vinyals
26
1,302
0
08 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple
  Sequence-to-Sequence Learning Framework
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
Peng Wang
An Yang
Rui Men
Junyang Lin
Shuai Bai
Zhikang Li
Jianxin Ma
Chang Zhou
Jingren Zhou
Hongxia Yang
MLLM
ObjD
59
850
0
07 Feb 2022
Describing Differences between Text Distributions with Natural Language
Describing Differences between Text Distributions with Natural Language
Ruiqi Zhong
Charles Burton Snell
Dan Klein
Jacob Steinhardt
VLM
132
42
0
28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
398
8,559
0
28 Jan 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge
  for Embodied Agents
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
Wenlong Huang
Pieter Abbeel
Deepak Pathak
Igor Mordatch
LM&Ro
42
1,062
0
18 Jan 2022
Deep Symbolic Regression for Recurrent Sequences
Deep Symbolic Regression for Recurrent Sequences
Stéphane dÁscoli
Pierre-Alexandre Kamienny
Guillaume Lample
Franccois Charton
47
54
0
12 Jan 2022
Linear algebra with transformers
Linear algebra with transformers
Franccois Charton
AIMat
29
56
0
03 Dec 2021
A General Language Assistant as a Laboratory for Alignment
A General Language Assistant as a Laboratory for Alignment
Amanda Askell
Yuntao Bai
Anna Chen
Dawn Drain
Deep Ganguli
...
Tom B. Brown
Jack Clark
Sam McCandlish
C. Olah
Jared Kaplan
ALM
11
722
0
01 Dec 2021
Learning Symbolic Rules for Reasoning in Quasi-Natural Language
Learning Symbolic Rules for Reasoning in Quasi-Natural Language
Kaiyu Yang
Jia Deng
NAI
ReLM
LRM
21
13
0
23 Nov 2021
Solving Probability and Statistics Problems by Program Synthesis
Solving Probability and Statistics Problems by Program Synthesis
Leonard Tang
Elizabeth Ke
Nikhil Singh
Nakul Verma
Iddo Drori
19
15
0
16 Nov 2021
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning
  for Solving Math Word Problems
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
38
55
0
16 Oct 2021
Systematic human learning and generalization from a brief tutorial with
  explanatory feedback
Systematic human learning and generalization from a brief tutorial with explanatory feedback
A. Nam
James L. McClelland
16
1
0
10 Jul 2021
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding
Shuai Peng
Ke Yuan
Liangcai Gao
Zhi Tang
AIMat
43
105
0
02 May 2021
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
264
4,489
0
23 Jan 2020
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