natural-language-summary-generation-from-structured-data
Text generator
Project implementation of natural language text generation from structured data
Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text
183 stars
14 watching
57 forks
Language: Python
last commit: almost 6 years ago
Linked from 1 awesome list
Related projects:
| Repository | Description | Stars |
|---|---|---|
 ibm/max-news-text-generator | Generates English-language text similar to news articles using machine learning and natural language processing techniques. | 26 |
 minimaxir/aitextgen | A Python package for text generation using GPT-2 and EleutherAI's models, with fine-tuning capabilities. | 1,843 |
| ibm/max-review-text-generator | Generates English-language text similar to Yelp reviews using a Char-RNN model | 17 |
 accelerated-text/numberwords | Converts numbers to natural language expressions | 197 |
| accelerated-text/accelerated-text | A platform that uses natural language generation to convert data into descriptive text, allowing users to define the structure and wording of generated texts. | 799 |
 simplenlg/simplenlg | A Java API for generating natural language texts from syntactic forms | 810 |
 eyurtsev/kor | An open-source wrapper around LLMs to extract structured data from text | 1,638 |
 machinalis/quepy | Transforms natural language questions into query templates for various database systems. | 1,255 |
 rali-udem/simplenlg-enfr | A Java library for generating text in multiple languages, with a focus on grammatical accuracy and coverage of language fundamentals. | 25 |
 sergioburdisso/pyss3 | A Python package implementing an interpretable machine learning model for text classification with visualization tools | 336 |
 proger/uk4b | Develops pretraining and finetuning techniques for language models using metadata-conditioned text generation | 18 |
| ibm/max-text-summarizer | Provides a pre-trained text summarization model that can be deployed as a web service in a Docker container | 27 |
 dmulyalin/n2g | A Python library to generate diagrams in various formats from structured data | 157 |
 spro/nalgene | Generates training data for intent parsing systems by creating pairs of sentences and grammar trees from a template file | 55 |
 allenai/natural-instructions | Creating a large collection of tasks and their natural language definitions/instructions to support the development of NLP models with generalization capabilities | 963 |