[HTML][HTML] Summary of chatgpt-related research and perspective towards the future of large language models
This paper presents a comprehensive survey of ChatGPT-related (GPT-3.5 and GPT-4)
research, state-of-the-art large language models (LLM) from the GPT series, and their …
research, state-of-the-art large language models (LLM) from the GPT series, and their …
[HTML][HTML] A survey of GPT-3 family large language models including ChatGPT and GPT-4
KS Kalyan - Natural Language Processing Journal, 2024 - Elsevier
Large language models (LLMs) are a special class of pretrained language models (PLMs)
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …
obtained by scaling model size, pretraining corpus and computation. LLMs, because of their …
A survey of large language models
Language is essentially a complex, intricate system of human expressions governed by
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
Harnessing the power of llms in practice: A survey on chatgpt and beyond
This article presents a comprehensive and practical guide for practitioners and end-users
working with Large Language Models (LLMs) in their downstream Natural Language …
working with Large Language Models (LLMs) in their downstream Natural Language …
Large language models for generative information extraction: A survey
Abstract Information Extraction (IE) aims to extract structural knowledge from plain natural
language texts. Recently, generative Large Language Models (LLMs) have demonstrated …
language texts. Recently, generative Large Language Models (LLMs) have demonstrated …
[PDF][PDF] Is information extraction solved by chatgpt? an analysis of performance, evaluation criteria, robustness and errors
ChatGPT has stimulated the research boom in the field of large language models. In this
paper, we assess the capabilities of ChatGPT from four perspectives including Performance …
paper, we assess the capabilities of ChatGPT from four perspectives including Performance …
Domain specialization as the key to make large language models disruptive: A comprehensive survey
Large language models (LLMs) have significantly advanced the field of natural language
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …
processing (NLP), providing a highly useful, task-agnostic foundation for a wide range of …
Leveraging generative AI and large Language models: a Comprehensive Roadmap for Healthcare Integration
Generative artificial intelligence (AI) and large language models (LLMs), exemplified by
ChatGPT, are promising for revolutionizing data and information management in healthcare …
ChatGPT, are promising for revolutionizing data and information management in healthcare …
On llms-driven synthetic data generation, curation, and evaluation: A survey
Within the evolving landscape of deep learning, the dilemma of data quantity and quality has
been a long-standing problem. The recent advent of Large Language Models (LLMs) offers …
been a long-standing problem. The recent advent of Large Language Models (LLMs) offers …
Red-teaming large language models using chain of utterances for safety-alignment
R Bhardwaj, S Poria - arXiv preprint arXiv:2308.09662, 2023 - arxiv.org
Larger language models (LLMs) have taken the world by storm with their massive multi-
tasking capabilities simply by optimizing over a next-word prediction objective. With the …
tasking capabilities simply by optimizing over a next-word prediction objective. With the …