Code interpreter with LLM. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

Datasets To EVAL. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

Statistical significance test results. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

How RAG work. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

OpenBookQA experimental results. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

AI2_ARC experimental results. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

TQA experimental results. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

E-EVAL experimental results. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

TQA Accuracy Comparison Chart on different LLM. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

ScienceQA experimental results. حسب Jin Lu (428513)

"…Additionally, the integration of an LLM Code Interpreter enables the system to perform multi-step logical reasoning and execute Python code for precise calculations, significantly improving its ability to solve mathematical problems and handle complex queries. …"

LBQANA python code + Merged Gene Expression Dataset from GSE10810, GSE17907, GSE20711, GSE42568, GSE45827, and GSE61304 for Breast Cancer Biomarker Discovery حسب M RN (9866504)

Models estimated using ALAAMEE for the Deezer networks, with liking jazz as the outcome variable. حسب Alex Stivala (8356257)

الموضوعات:

Configurations used in ALAAMs for undirected networks. حسب Alex Stivala (8356257)

الموضوعات:

Type II error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

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Comparison of MPNet and ALAAMEE software for ALAAM estimation. حسب Alex Stivala (8356257)

الموضوعات:

ALAAM models for the Deezer networks, with liking “alternative” music as the outcome variable. حسب Alex Stivala (8356257)

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Configurations used in ALAAMs for directed networks. حسب Alex Stivala (8356257)

الموضوعات:

Type I error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

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Example ALAAMEE output. حسب Alex Stivala (8356257)

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Type II error rate as the number of runs used for each sample is varied. حسب Alex Stivala (8356257)

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