Style-Transfer-in-Text
awesome-refreshing-llms
| Style-Transfer-in-Text | awesome-refreshing-llms | |
|---|---|---|
| 3 | 1 | |
| 1,580 | 113 | |
| - | 3.5% | |
| 1.2 | 6.4 | |
| about 1 year ago | 5 months ago | |
| - | MIT License |
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Style-Transfer-in-Text
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Suggestions on Cool NLP Projects!
I've been working on a way to train GPT-2 with HuggingFace Transformers (using aitextgen) to write short stories trained on public domain authors! I've been planning to look through these style transfer resources if you're interested.
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Training GPT-2 with HuggingFace Transformers to sound like a certain author
Check out the "Stylistic Related Papers" and especially the "Controlled Text Generation" sections of this Github papers list -- sounds like a similar problem to what you're thinking of.
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Something like style transfer for language processing?
There's been quite a bit of work on extending the same concept to text, with "style" often being used to refer to aspects like sentiment/aspect. https://github.com/fuzhenxin/Style-Transfer-in-Text is a good collection of recent work in NLP in this area. Specifically for authorial style, I'm aware of this recent one. Also relevant might be earlier work on author obfuscation and imitation.
awesome-refreshing-llms
What are some alternatives?
gpt-2-simple - Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
SimplyRetrieve - Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.
Speech-Separation-Paper-Tutorial - A must-read paper for speech separation based on neural networks
Awesome-Text2SQL - Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Neural-Style-Transfer-Papers - :pencil2: Neural Style Transfer: A Review
AlignLLMHumanSurvey - Aligning Large Language Models with Human: A Survey
arpa
EasyEdit - An Easy-to-use Knowledge Editing Framework for LLMs.
start-llms - A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
LLM-Agent-Paper-List - The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
awesome-llm - Awesome series for Large Language Model(LLM)s
LLM4Rec-Awesome-Papers - A list of awesome papers and resources of recommender system on large language model (LLM).