English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Despite rapid advancement in the field of Constrained Natural LanguageGeneration, little time has been spent on exploring the potential of languagemodels which have had their vocabularies lexically, semantically, and/orphonetically constrained. We find that most language models generate compellingtext even under significant constraints. We present a simple and universallyapplicable technique for modifying the output of a language model bycompositionally applying filter functions to the language models vocabularybefore a unit of text is generated. This approach is plug-and-play and requiresno modification to the model. To showcase the value of this technique, wepresent an easy to use AI writing assistant called Constrained Text GenerationStudio (CTGS). CTGS allows users to generate or choose from text with anycombination of a wide variety of constraints, such as banning a particularletter, forcing the generated words to have a certain number of syllables,and/or forcing the words to be partial anagrams of another word. We introduce anovel dataset of prose that omits the letter e. We show that our method resultsin strictly superior performance compared to fine-tuning alone on this dataset.We also present a Huggingface space web-app presenting this technique calledGadsby. The code is available to the public here:https://github.com/Hellisotherpeople/Constrained-Text-Generation-Studio

Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio