How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
PaperRobot: Incremental Draft Generation of Scientific Ideas [Sample Output](https://eaglew.github.io/PaperRobot/)
Transformers is a comprehensive library for machine learning that provides a unified interface for training, fine-tuning, and deploying transformer-based models. It supports a wide range of tasks, including text classification, language modeling, question answering, and sequence-to-sequence translation, while offering specialized architectures for both text and vision processing. The framework includes tools for managing the entire model lifecycle, from data preprocessing and tokenization to distributed training and inference. The library features extensive support for model optimization and
Implementation (Personal) of the paper titled "Order-Planning Neural Text Generation From Structured Data". The dataset for this project can be found at -> WikiBio
This is the code used in the paper Deep Graph Convolutional Encoders for Structured Data to Text Generation by Diego Marcheggiani and Laura Perez-Beltrachini.
The main features of diegma/graph-2-text are: Neural Natural Language Generation.
Open-source alternatives to diegma/graph-2-text include: akanimax/natural-language-summary-generation-from-structured-data — Implementation (Personal) of the paper titled "Order-Planning Neural Text Generation From Structured Data". The… asyml/texar — Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the… eaglew/paperrobot — PaperRobot: Incremental Draft Generation of Scientific Ideas [[Sample Output]](https://eaglew.github.io/PaperRobot/). huggingface/transformers — Transformers is a comprehensive library for machine learning that provides a unified interface for training,… kasnerz/lightnlg — A minimalistic codebase for finetuning and interacting with natural language generation models from HuggingFace… minimaxir/aitextgen — A robust Python tool for text-based AI training and generation using OpenAI's GPT-2 and EleutherAI's GPT Neo/GPT-3…