bert

code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for Document Reranking.

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Scripts and Approach for Amazon ML Challenge

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

Anonymization of legal cases (Fr) based on Flair embeddings

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

reference pytorch code for named entity tagging

HanBert on 🤗 Huggingface Transformers 🤗

Abstractive and Extractive Text summarization using Transformers.

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Bangla-Bert is a pretrained bert model for Bengali language

Official implementation of the paper "IteraTeR: Understanding Iterative Revision from Human-Written Text" (ACL 2022)

easy-bert是一个中文NLP工具，提供诸多bert变体调用和调参方法，极速上手；清晰的设计和代码注释，也很适合学习

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

A Crash Course in Hugging Face

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

mindspore implementation of transformers

Applying BERT for named entity recognition on resumes.

Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22