Datasets
8 projects
Box-score dataA dataset of NBA game summaries aligned with box- and line-scores for data-to-text generation research.
WebNLGAn enriched dataset for Natural Language Generation research, providing intermediate representations for pipeline tasks like lexicalization and aggregation.
The Schema-Guided Dialogue DatasetA large-scale multi-domain dataset of over 20k annotated task-oriented dialogues for training and evaluating virtual assistants.
Dialog
5 projects
ChatitoGenerate datasets for AI chatbots, NLP tasks, NER, and text classification using a simple domain-specific language.
NNDIALAn open-source toolkit for building end-to-end trainable task-oriented dialogue models with neural networks.
PlatoA flexible Python framework for developing, training, and evaluating conversational AI agents in single or multi-agent environments.
RNNLGAn open-source benchmark toolkit for Natural Language Generation in spoken dialogue systems, featuring multiple RNN-based models and datasets.
TGenA statistical natural language generator for spoken dialogue systems, supporting both A*-search and seq2seq algorithms.
Evaluation
5 projects
BLEURT: a Transfer Learning-Based Metric for Natural Language GenerationA transfer learning-based evaluation metric for Natural Language Generation that scores text fluency and meaning.
compare-mtA command-line tool for holistic comparison and error analysis of language generation systems like machine translation and summarization.
NLG-evalA Python library for evaluating natural language generation models using multiple unsupervised automated metrics.
VizSeqA Python toolkit for visual analysis and evaluation of text generation tasks like translation, summarization, and captioning.
Grammar
3 projects
OpenCCGA Java library for parsing and generating text using combinatory categorial grammar and hybrid logic dependency semantics.
EasyCCGA CCG parser implementing all combinators with parsing to logical form and parameter estimation for probabilistic CCG.
Libraries
3 projects
Cron Expression DescriptorA .NET library that converts cron expressions into human-readable descriptions in multiple languages.
Number WordsConvert numbers to approximated text expressions like 'less than a quarter' for natural numbers, percentages, and fractions in multiple languages.