23 June 2020 On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines Marius Mosbach, Maksym Andriushchenko, Dietrich Klakow
15 June 2020 A pre-trained language model for English Tweets A pre-trained language model for English Tweets.
14 June 2020 A toolkit that provides a off-the-shelf framework to implement lots of NLP extraction tasks OpenUE is an open-source toolkit that provides a off-the-shelf framework to implement lots of NLP extraction tasks.
04 June 2020 A python toolkit to work with text-based dataset quickly and effortlessly Texthero is very simple to learn and designed to be used on top of Pandas.
01 June 2020 Semantic Search using sentence embeddings from Transformers models and others Simple application using sentece embedding to project the documents in a high dimensional space and find most similarities using cosine similarity.
25 May 2020 Using transformers to predict next word and predict mask word Simple application using transformers models to predict next word or a masked word in a sentence.
03 May 2020 Compares embedding vectors for two different texts visually and by numerical metrics Compares embedding vectors for two different texts visually and by numerical metrics.
24 April 2020 A fast and user-friendly tool for transformer inference on CPU and GPU make transformers serving fast by adding a turbo to your inference engine!
07 April 2020 Question Answering using Albert and Electra using wikipedia text as context Question Answering using Albert and Electra.
17 March 2020 Official Stanford NLP Python Library for Many Human Languages The Stanford NLP Group's official Python NLP library.
12 March 2020 State-of-the-art text-to-speech toolkit for the open-source community Parakeet aims to provide a flexible, efficient and state-of-the-art text-to-speech toolkit for the open-source community.
08 March 2020 An Exhaustive Paper List for Text Summarization An exhaustive paper list for Text Summarization, covering papers from eight top conferences
06 March 2020 Pre-trained language models for Vietnamese Pre-trained PhoBERT models are the state-of-the-art language models for Vietnamese
03 March 2020 A PyTorch-based knowledge distillation toolkit for natural language processing TextBrewer is a PyTorch-based toolkit for distillation of NLP models.
22 February 2020 An easy to use Natural Language Processing library and framework An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
12 February 2020 A flexible and powerful NLP pipeline FOR TExt Forte is a toolkit for building Natural Language Processing pipelines, featuring cross-task interaction, adaptable data-model interfaces and many more.
04 February 2020 Minimal Interactive Attention Visualization A small example of an interactive visualization for attention values as being used by transformer language models like GPT2 and BERT.
02 February 2020 Fine-tuned pre-trained GPT2 for custom topic specific text generation Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
23 December 2019 Python package that implements the SS3 text classifier with visualizations tools Python package that implements the SS3 text classifier with visualizations tools for Explainable Artificial intelligence (XAI).
07 December 2019 Natural Language Processing Best Practices & Examples In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions.
07 December 2019 Accelerated Text helps you automatically generate natural language descriptions Accelerated Text helps you automatically generate natural language descriptions of your data varying in wording and structure.
05 December 2019 NER markup visualization for Jupyter Notebook NER markup visualization for Jupyter Notebook.
05 December 2019 A Unified MRC Framework for Named Entity Recognition The repository contains the code of the recent research advances in Shannon.AI.
03 December 2019 Pre-training of Generic Visual-Linguistic Representations Code for the paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".