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Solving Quantitative Reasoning Problems with Language Models

Solving Quantitative Reasoning Problems with Language Models

29 June 2022
Aitor Lewkowycz
Anders Andreassen
David Dohan
Ethan Dyer
Henryk Michalewski
V. Ramasesh
Ambrose Slone
Cem Anil
Imanol Schlag
Theo Gutman-Solo
Yuhuai Wu
Behnam Neyshabur
Guy Gur-Ari
Vedant Misra
    ReLM
    ELM
    LRM
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Papers citing "Solving Quantitative Reasoning Problems with Language Models"

16 / 566 papers shown
Title
Formal Specifications from Natural Language
Formal Specifications from Natural Language
Christopher Hahn
Frederik Schmitt
Julia J. Tillman
Niklas Metzger
Julian Siber
Bernd Finkbeiner
35
27
0
04 Jun 2022
A Survey in Mathematical Language Processing
A Survey in Mathematical Language Processing
Jordan Meadows
André Freitas
AIMat
27
15
0
30 May 2022
Autoformalization with Large Language Models
Autoformalization with Large Language Models
Yuhuai Wu
Albert Q. Jiang
Wenda Li
M. Rabe
Charles Staats
M. Jamnik
Christian Szegedy
AI4CE
112
160
0
25 May 2022
Estimating the Personality of White-Box Language Models
Estimating the Personality of White-Box Language Models
Saketh Reddy Karra
S. Nguyen
Theja Tulabandhula
27
50
0
25 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
168
6,035
0
05 Apr 2022
STaR: Bootstrapping Reasoning With Reasoning
STaR: Bootstrapping Reasoning With Reasoning
E. Zelikman
Yuhuai Wu
Jesse Mu
Noah D. Goodman
ReLM
LRM
44
439
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
355
3,338
0
21 Mar 2022
Formal Mathematics Statement Curriculum Learning
Formal Mathematics Statement Curriculum Learning
Stanislas Polu
Jesse Michael Han
Kunhao Zheng
Mantas Baksys
Igor Babuschkin
Ilya Sutskever
AIMat
91
118
0
03 Feb 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
447
8,699
0
28 Jan 2022
Linear algebra with transformers
Linear algebra with transformers
Franccois Charton
AIMat
31
56
0
03 Dec 2021
Automated scholarly paper review: Concepts, technologies, and challenges
Automated scholarly paper review: Concepts, technologies, and challenges
Jialiang Lin
Jiaxin Song
Zhangping Zhou
Yidong Chen
X. Shi
32
12
0
15 Nov 2021
Pretrained Language Models are Symbolic Mathematics Solvers too!
Pretrained Language Models are Symbolic Mathematics Solvers too!
Kimia Noorbakhsh
Modar Sulaiman
M. Sharifi
Kallol Roy
Pooyan Jamshidi
LRM
28
18
0
07 Oct 2021
Fast and Slow Enigmas and Parental Guidance
Fast and Slow Enigmas and Parental Guidance
Z. Goertzel
Karel Chvalovský
Jan Jakubuv
Miroslav Olsák
Josef Urban
48
11
0
14 Jul 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
LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning
LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning
Yuhuai Wu
M. Rabe
Wenda Li
Jimmy Ba
Roger C. Grosse
Christian Szegedy
AIMat
LRM
82
53
0
15 Jan 2021
Neural Status Registers
Neural Status Registers
Lukas Faber
Roger Wattenhofer
33
9
0
15 Apr 2020
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