Augmenting interpretable models with large language ...

Augmenting interpretable models with large language ... - Nature

Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks.

Augmenting Interpretable Models with LLMs during Training - arXiv

Recent large language models (LLMs) have demonstrated remarkable prediction performance for a growing array of tasks. However, their ...

microsoft/augmented-interpretable-models - GitHub

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible. - microsoft/augmented-interpretable-models.

Augmenting interpretable models with large language models ...

Downloadable! Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks.

Paper tables with annotated results for Augmenting Interpretable ...

Augmenting Interpretable Models with LLMs during Training. Recent large language models (LLMs) have demonstrated remarkable prediction performance for a ...

Augmenting interpretable models with large language ... - OUCI

AbstractRecent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks.

[2209.11799] Augmenting Interpretable Models with LLMs during ...

Recent large language models (LLMs) have demonstrated remarkable prediction performance for a growing array of tasks. However, their proliferation into high- ...

(PDF) Augmenting interpretable models with large language models ...

PDF | Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks ...

Augmenting interpretable models with large language models ...

Abstract Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks.

Augmenting Interpretable Models With Large Language ... - Scribd

Article https://doi.org/10. 1038/s41467-023-43713-1. Augmenting interpretable models with large. language models during training

Augmenting interpretable models with large language models ... - BVS

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Knowledge / Learning Language: En Journal: Nat Commun Journal subject: BIOLOGIA ...

(PDF) Augmenting Interpretable Models with LLMs during Training

PDF | Recent large language models (LLMs) have demonstrated remarkable prediction performance for a growing array of tasks.

Augmenting interpretable models with large language ... - X-MOL

Recent large language models (LLMs), such as ChatGPT, have demonstrated remarkable prediction performance for a growing array of tasks.

A survey on augmenting knowledge graphs (KGs) with large ...

Integrating Large Language Models (LLMs) with Knowledge Graphs (KGs) enhances the interpretability and performance of AI systems.

Mastering Symbolic Operations: Augmenting Language Models with...

... interpretable CoNNs;. The research methodology is well-founded, with ... It utilizes Large Language Models' intrinsic code-writing and ...

Automation and machine learning augmented by large language ...

Automation and machine learning augmented by large language models in a catalysis study ... interpretable machine learning for generating new knowledge.

OCIE: Augmenting model interpretability via Deconfounded ...

OCIE: Augmenting model interpretability via Deconfounded Explanation-Guided Learning ... Trustllm: Trustworthiness in large language models. (2024). LiW. et al.

[PDF] Rethinking Interpretability in the Era of Large Language Models

This work introduces question-answering embeddings (QA-Emb), embeddings where each feature represents an answer to a yes/no question asked to an LLM.

Interpretable Language Models for Healthcare Decision Support

... Augmenting interpretable models with large language models during training. Techniques for Interpretability. Attention visualization, saliency ...

ruizheliUOA/Awesome-Interpretability-in-Large-Language-Models

This repository collects all relevant resources about interpretability in LLMs - ruizheliUOA/Awesome-Interpretability-in-Large-Language-Models.