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1. tner tner Public

   Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

   Python 377 41

2. cardiffnlp/tweetnlp cardiffnlp/tweetnlp Public

   TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction,…

   Python 315 27

3. lm-question-generation lm-question-generation Public

   Multilingual/multidomain question generation datasets, models, and python library for question generation.

   Python 326 31

4. kex kex Public

   Kex is a python library for unsupervised keyword extraction from a document, providing an easy interface and benchmarks on 15 public datasets.

   Python 53 6

5. relbert relbert Public

   The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

   Python 46 5

6. lmppl lmppl Public

   Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder LM (eg. Flan-T5).

   Python 138 13