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NLEPs: Bridging the gap between LLMs and symbolic reasoning

AI News

Researchers have introduced a novel approach called natural language embedded programs (NLEPs) to improve the numerical and symbolic reasoning capabilities of large language models (LLMs). Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

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Do Large Language Models Really Need All Those Layers? This AI Research Unmasks Model Efficiency: The Quest for Essential Components in Large Language Models

Marktechpost

The advent of large language models (LLMs) has sparked significant interest among the public, particularly with the emergence of ChatGPT. These models, which are trained on extensive amounts of data, can learn in context, even with minimal examples.

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Large Language Models – Technical Overview

Viso.ai

With the advent of platforms like ChatGPT, these terms have now become a word of mouth for everyone. What are Large Language Models (LLMs)? An easy way to describe LLM is an AI algorithm capable of understanding and generating human language. Introduced by Vaswani et al.

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Overcoming The Limitations Of Large Language Models

Topbots

400k AI-related online texts since 2021) Disclaimer: This article was written without the support of ChatGPT. In the last couple of years, Large Language Models (LLMs) such as ChatGPT, T5 and LaMDA have developed amazing skills to produce human language. Association for Computational Linguistics. [2]

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SQuARE: Towards Multi-Domain and Few-Shot Collaborating Question Answering Agents

ODSC - Open Data Science

Do you yearn to compare different QA models but dread the time-consuming process of setting them up? Or do you want to compare the capabilities of ChatGPT against regular fine-tuned QA models? Lastly, we are currently working on integrating recent works on Large Language Models such as ChatGPT.

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68 Summaries of Machine Learning and NLP Research

Marek Rei

It is probably good to also to mention that I wrote all of these summaries myself and they are not generated by any language models. Are Emergent Abilities of Large Language Models a Mirage? Do Large Language Models Latently Perform Multi-Hop Reasoning? Here we go. NeurIPS 2023. ArXiv 2024.

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CDS Faculty Member Tim G.

NYU Center for Data Science

Rudner Receives Major Grant to Study Uncertainty Quantification in Large LanguageModels Large language models (LLMs) often express high confidence even when providing incorrect answers. CDS Faculty Member Tim G. This fundamental challenge in AI reliability motivated CDS faculty member Tim G.