Elementary Mathematics
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Benchmarks
BIG-bench
Most implemented
Measuring Massive Multitask Language Understanding
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Mathematical Capabilities of ChatGPT
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts
Papers
Bridging the Reasoning Gap in Vietnamese with Small Language Models via Test-Time Scaling
The democratization of ubiquitous AI hinges on deploying sophisticated reasoning capabilities on resource-constrained devices. However, Small Language Models (SLMs) often face a "reasoning gap", particularly in non-Engli…
Elementary MathematicsPARROT: Persuasion and Agreement Robustness Rating of Output Truth -- A Sycophancy Robustness Benchmark for LLMs
This study presents PARROT (Persuasion and Agreement Robustness Rating of Output Truth), a robustness focused framework designed to measure the degradation in accuracy that occurs under social pressure exerted on users t…
Elementary MathematicsInternational LawIntroduction to Automated Negotiation
This book is an introductory textbook targeted towards computer science students who are completely new to the topic of automated negotiation. It does not require any prerequisite knowledge, except for elementary mathema…
Elementary MathematicsAI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
Students frequently make mistakes while solving mathematical problems, and traditional error correction methods are both time-consuming and labor-intensive. This paper introduces an innovative \textbf{V}irtual \textbf{A}…
Elementary MathematicsPrompt EngineeringMathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Employing Large Language Models (LLMs) to address mathematical problems is an intriguing research endeavor, considering the abundance of math problems expressed in natural language across numerous science and engineering…
Elementary MathematicsMathMath Word Problem SolvingMathematical Capabilities of ChatGPT
We investigate the mathematical capabilities of two iterations of ChatGPT (released 9-January-2023 and 30-January-2023) and of GPT-4 by testing them on publicly available datasets, as well as hand-crafted ones, using a n…
Elementary MathematicsMathMathematical ReasoningSelection bias