AI News

JUNE 14, 2024

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). The technique involves prompting LLMs to generate and execute Python programs to solve user queries, then output solutions in natural language.

Computational Linguistics 339

Computational Linguistics Large Language Models Big Data ChatGPT 339

Marktechpost

JULY 15, 2023

The advent of large language models (LLMs) has sparked significant interest among the public, particularly with the emergence of ChatGPT. The study focuses on the OPT-66B model, a 66-billion-parameter LLM developed by Meta as an open replica of GPT-3. Check out the Paper and Blog.

Large Language Models 98

Large Language Models AI Research AI Researcher Computational Linguistics 98

Marek Rei

NOVEMBER 4, 2024

link] The paper investigates LLM robustness to prompt perturbations, measuring how much task performance drops for different models with different attacks. link] The paper proposes query rewriting as the solution to the problem of LLMs being overly affected by irrelevant information in the prompts. ArXiv 2023. Oliveira, Lei Li.

Machine Learning 80

Machine Learning NLP Large Language Models LLM 80

Bugra Akyildiz

JULY 16, 2023

Articles LLM Arena You want to use a chatbot or LLM, but you do not know which one to pick? Or you simply want to compare various LLMs in terms of capability? LLM-judge prompts to evaluate your models with LLM-as-a-judge. HuggingFace leaderboard might be the leaderboard that you are looking for.

LLM 52

LLM Chatbots Neural Network Large Language Models 52

Marktechpost

AUGUST 15, 2024

Given the intricate nature of metaphors and their reliance on context and background knowledge, MCI presents a unique challenge in computational linguistics. This framework leverages the power of large language models (LLMs) like ChatGPT to improve the accuracy and efficiency of MCI.

NLP 60

NLP Large Language Models Computational Linguistics Neural Network 60

Topbots

JANUARY 30, 2023

How popular LLMs score along human cognitive skills (source: semantic embedding analysis of ca. 400k AI-related online texts since 2021) Disclaimer: This article was written without the support of ChatGPT. In the business context, this can lead to bad surprises when too much power is given to an LLM.

Large Language Models 52

Large Language Models Computational Linguistics LLM Natural Language Processing 52

Viso.ai

JULY 18, 2024

Large Learning Models or LLMs are quite popular terms when discussing Artificial intelligence (AI). With the advent of platforms like ChatGPT, these terms have now become a word of mouth for everyone. An easy way to describe LLM is an AI algorithm capable of understanding and generating human language.

Large Language Models 52

Large Language Models Neural Network Natural Language Processing BERT 52