natural-language-generation

Open-source projects categorized as natural-language-generation
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Language: + Python + Jupyter Notebook + Java + JavaScript + C#
Topics: Natural Language Processing Nlg Python NLP natural-language-understanding
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Top 13 natural-language-generation Open-Source Projects

  • FLAML

    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

    • Project mention: AutoGen: Enabling Next-Gen GPT-X Applications | news.ycombinator.com | 2023-08-22

    I really like the simplicity of this framework, and they hit on a lot of common problems found in other agent-based frameworks. Most intrigued by the RAG improvements.

    Seems like Microsoft was frustrated with the pace of movement in this space and the shitty results of agents (which admittedly kept my interest turned away from agents for the last few months). I'm interested again because it makes practical sense, and from looking at the example notebooks, seems fairly easy to integrate into existing applications.

    Maybe this is the 'low code' approach that might actually work, and bridge together engineering and non-engineering resources.

    This example was what caught my eye: https://github.com/microsoft/FLAML/blob/main/notebook/autoge...

  • question_generation

    Neural question generation using transformers

    • Project mention: Yes/No style Question and Answer Generation | /r/learnpython | 2023-06-15

    I have seen models which do something similar but the questions they ask are not in a Yes/No style such as this T5 - based Question Generator. Essentially, I was wondering how I would go about developing such a model.

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  • this-word-does-not-exist

    This Word Does Not Exist

    • Project mention: Ask HN: How do you name software? | news.ycombinator.com | 2024-02-10

  • simplenlg

    Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.

  • Accelerated Text

    Accelerated Text is a no-code natural language generation platform. It will help you construct document plans which define how your data is converted to textual descriptions varying in wording and structure.

  • storyteller

    Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech (by jaketae)

  • NLP-conference-compendium

    Compendium of the resources available from top NLP conferences.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • rebel

    REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021). (by Babelscape)

  • mgpt

    Multilingual Generative Pretrained Model

  • icortex

    A no-code development framework—Let AI do the coding for you 🦾

  • attercop

    No-frills AI shell assistant

  • Extracting-Training-Data-from-Large-Langauge-Models

    A re-implementation of the "Extracting Training Data from Large Language Models" paper by Carlini et al., 2020

  • Numerical-Realization

    An English-based natural language generator for numerical inputs. (by BL1NDX3N0N)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

natural-language-generation related posts

Index

What are some of the best open-source natural-language-generation projects? This list will help you:

Project Stars
1 FLAML 3,671
2 question_generation 1,070
3 this-word-does-not-exist 1,009
4 simplenlg 802
5 Accelerated Text 789
6 storyteller 468
7 NLP-conference-compendium 457
8 rebel 425
9 mgpt 194
10 icortex 32
11 attercop 29
12 Extracting-Training-Data-from-Large-Langauge-Models 26
13 Numerical-Realization 0

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