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2112.15594
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A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level
31 December 2021
Iddo Drori
Sarah J. Zhang
Reece Shuttleworth
Leonard Tang
Albert Lu
Elizabeth Ke
Kevin Liu
Linda Chen
Sunny Tran
Newman Cheng
Roman Wang
Nikhil Singh
T. Patti
J. Lynch
A. Shporer
Nakul Verma
Eugene Wu
G. Strang
AIMat
ReLM
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Papers citing
"A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level"
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Title
LogicLearner: A Tool for the Guided Practice of Propositional Logic Proofs
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Transformers to Predict the Applicability of Symbolic Integration Routines
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31 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis
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30 Jul 2024
COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation
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16 Jul 2024
The Rise of Artificial Intelligence in Educational Measurement: Opportunities and Ethical Challenges
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...
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Tarid Wongvorachan
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26
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26
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38
1
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Jatin Kumar
A. Shivam
R. Shah
LRM
57
14
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19 Apr 2024
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61
13
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29 Feb 2024
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37
1
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14 Feb 2024
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
Zhen-Yu Zhang
Siwei Han
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Gang Niu
Masashi Sugiyama
LLMAG
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13
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10 Feb 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges
Janice Ahn
Rishu Verma
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LRM
38
116
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31 Jan 2024
Symbolic Equation Solving via Reinforcement Learning
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53
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24 Jan 2024
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Visual Enumeration is Challenging for Large-scale Generative AI
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38
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If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
Ke Yang
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John Wu
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Yi R. Fung
...
Xu Cao
Xingyao Wang
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LLMAG
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01 Jan 2024
Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications
Xiang Li
Haoran Tang
Siyu Chen
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Anurag Maravi
Marcin Abram
21
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12 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Chengshu Li
Jacky Liang
Andy Zeng
Xinyun Chen
Karol Hausman
Dorsa Sadigh
Sergey Levine
Fei-Fei Li
Fei Xia
Brian Ichter
LLMAG
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36
71
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07 Dec 2023
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Marcel Binz
Stephan Alaniz
Adina Roskies
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36
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Understanding the Countably Infinite: Neural Network Models of the Successor Function and its Acquisition
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22
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Conversational AI Threads for Visualizing Multidimensional Datasets
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48
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02 Nov 2023
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49
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SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving
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48
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Autonomous Tree-search Ability of Large Language Models
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Progressive reduced order modeling: empowering data-driven modeling with selective knowledge transfer
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04 Oct 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
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LLMAG
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Learning the Efficient Frontier
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19
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When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs
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A. Abbasi
DeLMO
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Design of Chain-of-Thought in Math Problem Solving
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55
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MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
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Using Large Language Model to Solve and Explain Physics Word Problems Approaching Human Level
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A Survey on Large Language Model based Autonomous Agents
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Unveiling the Potential of Knowledge-Prompted ChatGPT for Enhancing Drug Trafficking Detection on Social Media
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Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
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Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models
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World Models for Math Story Problems
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Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning
Zhanming Jie
Wei Lu
LRM
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35
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Yuanzhen Xie
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Bo Hu
Zang Li
RALM
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30
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23 May 2023
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