261 Open source projects that are alternatives of or similar to BERT-BiLSTM-CRF

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

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天池比赛作品整理。实现从pdf中提取出姓名、出生年月、性别、电话、最高学历、籍贯、落户市县、政治面貌、毕业院校、工作单位、工作内容、职务、项目名称、项目责任、学位、毕业时间、工作时间、项目时间共18个字段。

把李航老师《统计学习方法》的后几章的算法都用java实现了一遍，实现盒子与球的EM算法，扩展到去GMM训练，后来实现了HMM分词（实现了HMM分词的参数训练）和CRF分词（借用CRF++训练的参数模型），最后利用tensorFlow把BiLSTM+CRF实现了，然后为lucene包装了一个XinAnalyzer

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

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Natural Language Attacks in a Hard Label Black Box Setting.

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

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Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

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This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

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This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

BERT Extension in TensorFlow

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Source code for the ACL workshop paper and Kaggle competition by Google AI team

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

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This repository contains code for the O'Reilly Live Online Training for BERT

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Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

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This repo is the home of Romanian Transformers.

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This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

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this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

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Visualize BERT's self-attention layers on text classification tasks

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

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