elmo

Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

word-embeddings python36 keyword-extraction keyphrase-extraction sif sentence-embeddings elmo pre-trained-language-models sifrank

UpdatedMay 17, 2020
Python

ai-forever /ner-bert

Star407

BERT-NER (nert-bert) with google berthttps://github.com/google-research.

python nlp python3 pytorch classification attention transfer-learning nmt ner bert joint-models conll-2003 bilstm-crf pytorch-model atis elmo bert-model ner-task factrueval

UpdatedFeb 3, 2020
Jupyter Notebook

zhufz /nlp_research

Star188

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成四大任务

nlp research word2vec match transformer classification fasttext ner bert capsule dcnn dpcnn text-cnn kbqa abcnn esim elmo fast-text match-pyramid irqa

UpdatedJun 17, 2024
Python

vlarine /transformers-ru

Star174

A list of pretrained Transformer models for the Russian language.

nlp machine-learning bert russian-language elmo gpt-2

UpdatedFeb 3, 2020
Jupyter Notebook

PrashantRanjan09 /Elmo-Tutorial

Star154

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

tutorial word-embeddings allen word-vectors allennlp elmo elmo-tutorial

UpdatedJun 20, 2020
Jupyter Notebook

AlexYangLi /ABSA_Keras

Star150

Keras Implementation of Aspect based Sentiment Analysis

sentiment-analysis ram attention attention-mechanism sentiment-classification absa ian memnet elmo td-lstm atae cabasc

UpdatedMar 15, 2020
Python

iliaschalkidis /ELMo-keras

Star134

Re-implementation of ELMo on Keras

keras word-representations elmo

UpdatedMar 25, 2023
Python

sunyilgdx /SIFRank

Star120

The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"

word-embeddings python3 keyphrase-extraction sif keywords-extraction elmo stanfordcorenlp pre-trained-language-models

UpdatedMar 20, 2021
Python

DoodleJZ /HPSG-Neural-Parser

Star107

Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019

nlp parser machine-learning natural-language-processing parsing bert syntactic-parsing elmo xlnet hpsg-neural-parser

UpdatedFeb 17, 2020
Python

dsindex /etagger

Star104

reference tensorflow code for named entity tagging

cpp tensorflow crf cnn transformer highway ner bert tensorrt qrnn bilstm elmo lstmblockfusedcell softmax-mask frozen-model conll2003

UpdatedAug 22, 2021
Python

TharinduDR /Simple-Sentence-Similarity

Star101

Exploring the simple sentence similarity measurements using word embeddings

python word2vec word-embeddings ipynb glove fasttext wmd sentence-similarity sentence-embeddings elmo

UpdatedAug 20, 2024
Python

TalSchuster /CrossLingualContextualEmb

Star99

Cross-Lingual Alignment of Contextual Word Embeddings

nlp pytorch bert wordembeddings crosslingual allennlp elmo zeroshot-learning contextual-embeddings

UpdatedFeb 12, 2020
Python

YC-wind /embedding_study

Star98

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

embeddings chinese bert elmo elmo-tutorial z-w

UpdatedJan 22, 2020
Python

DomHudson /bert-in-production

Star96

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

python language awesome tutorial deployment tensorflow paper model natural-language production transformers resources smaller implementation language-models knowledge-distillation bert elmo bert-pytorch distilbert

UpdatedApr 8, 2021

dudeperf3ct /DL_Notebooks

Star92

This repo contains all the notebooks mentioned in blog.

deep-learning cnn lstm gru style-transfer tensorflow-tutorials keras-tutorials object-detection mlp transfer-learning char-rnn bert pytorch-tutorials federated-learning allennlp cnn-visualization elmo fastai-tutorials gpt-2 transfer-learning-nlp

UpdatedJan 26, 2020
Jupyter Notebook

ShomyLiu /pytorch_bert_elmo_example

Star91

A text classification example with Bert/ELMo/GloVe in pytorch

text-classification pytorch glove bert elmo

UpdatedOct 6, 2020
Python

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