arpa vs Style-Transfer-in-Text

arpa

By sfischer13

Natural Language Processing

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Style-Transfer-in-Text

Paper List for Style Transfer in Text (by fuzhenxin)

style-transfer Paper Natural Language Processing Survey

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arpa		Style-Transfer-in-Text
	Project
-	Mentions	3
-	Stars	1,580
-	Growth	-
-	Activity	1.2
-	Latest Commit	about 1 year ago
	Language
BSD 3-clause "New" or "Revised" License	License	-

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arpa

Posts with mentions or reviews of arpa. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning arpa yet.
Tracking mentions began in Dec 2020.

Style-Transfer-in-Text

Posts with mentions or reviews of Style-Transfer-in-Text. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-01.

Suggestions on Cool NLP Projects!
1 project | /r/LanguageTechnology | 3 Oct 2021

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.
Training GPT-2 with HuggingFace Transformers to sound like a certain author
2 projects | /r/LanguageTechnology | 1 Oct 2021

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.
Something like style transfer for language processing?
1 project | /r/LanguageTechnology | 5 May 2021

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.

What are some alternatives?

When comparing arpa and Style-Transfer-in-Text you can also consider the following projects:

crf-chain2-tiers - Second-order, tiered, constrained, linear conditional random fields

gpt-2-simple - Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

PTQ - An implementation of Montague's PTQ (Proper Treatment of Quantification).

Speech-Separation-Paper-Tutorial - A must-read paper for speech separation based on neural networks

minimorph - English spelling functions with an emphasis on simplicity. Originally by https://github.com/kowey.

Neural-Style-Transfer-Papers - :pencil2: Neural Style Transfer: A Review

haskell-postal - Haskell binding for the libpostal library

awesome-refreshing-llms - EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

phonetic-code - phonetic codes in Haskell

chatter - A library of Natural Language Processing algorithms for Haskell.

nerf - Named entity recognition tool based on linear-chain CRFs

corenlp-parser - Launches CoreNLP and parses the JSON output