Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
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Updated
May 9, 2024 - Python
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
Pre-trained ELMo Representations for Many Languages
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
BERT-NER (nert-bert) with google bert https://github.com/google-research.
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)
Keras Implementation of Aspect based Sentiment Analysis
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
Exploring the simple sentence similarity measurements using word embeddings
This repo contains all the notebooks mentioned in blog.
中文预训练模型生成字向量学习,测试BERT,ELMO的中文效果
Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019
reference tensorflow code for named entity tagging
The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"
Useful Stata routines
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
Add a description, image, and links to the elmo topic page so that developers can more easily learn about it.
To associate your repository with the elmo topic, visit your repo's landing page and select "manage topics."