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Academic Publication Pre-Trained Language Models for Text Generation: A Survey
Research Abstract & Technology Focus
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Pre-Trained Language Models for Text Generation: A Survey
Text Generation aims to produce plausible and readable text in human language from input data. The resurgence of deep learning has greatly advanced this field, in particular, with the help of neura...
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 Processing (NLP) tasks. We p...
AI models collapse when trained on recursively generated data
Abstract Stable diffusion revolutionized image creation from descriptive text. GPT-2 (ref. 1), GPT-3(.5) (ref. 2) and GPT-4 (ref. 3) demonstrated high performance across a variety of lang...
When large language models meet personalization: perspectives of challenges and opportunities
AbstractThe advent of large language models marks a revolutionary breakthrough in artificial intelligence. With the unprecedented scale of training and model parameters, the capability of large lan...
AI–Human Hybrids for Marketing Research: Leveraging Large Language Models (LLMs) as Collaborators
The authors’ central premise is that a human–LLM (large language model) hybrid approach leads to efficiency and effectiveness gains in the marketing research process. In qualitative research, they ...
Frequently Asked Questions (FAQ)
Curated market intelligence mapped to this research.
What is the core focus of the research titled 'Pre-Trained Language Models for Text Generation: A Survey'?
This literature focuses on: Text Generation aims to produce plausible and readable text in human language from input data. The resurgence of deep learning has greatly advanced this field, in particular, with the help of neural generation models based on pre-trained language ...
Are there open-source GitHub repositories related to Pre-Trained Language Models for Text Generation: A Survey?
Yes, open-source projects like alvinunreal/awesome-opensource-ai (Curated list of the best truly open-source AI projects, models, tools, and infrastructure.) are actively building upon these concepts.
Which startups are commercializing the technology behind Pre-Trained Language Models for Text Generation: A Survey?
Products like Ollang DX are bringing this to market. Their focus is: The AI Language Execution Layer for Enterprise.
What other academic literature is closely related to 'Pre-Trained Language Models for Text Generation: A Survey'?
Yes, highly correlated activity was mapped. An entry titled 'Pre-Trained Language Models for Text Generation: A Survey' discusses this: Text Generation aims to produce plausible and readable text in human language from input data. The resurgence of deep learning has greatly advanced...
Cite this Market Intelligence Report
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Commercial Realization
Startups and Open Source tools heavily associated with the concepts explored in this paper.
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GitHubalvinunreal/awesome-opensource-ai
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GitHubArthur-Ficial/apfel
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Product HuntOllang DX
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Product HuntGoogle Gemma 4