huggingface/hmtl
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
This project helps natural language processing researchers develop and train advanced models that understand text. It takes raw text documents and outputs structured information like identified entities, their relationships, and resolved coreferences. Anyone building or experimenting with state-of-the-art NLP systems will find this useful for improving model performance on various semantic tasks.
1,195 stars. No commits in the last 6 months.
Use this if you are a researcher or advanced practitioner working with text data and want to build sophisticated NLP models that combine multiple understanding tasks for better results.
Not ideal if you need an out-of-the-box solution for text analysis without needing to train or fine-tune models yourself.
Stars
1,195
Forks
145
Language
Python
License
MIT
Category
Last pushed
Aug 01, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/huggingface/hmtl"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
codertimo/BERT-pytorch
Google AI 2018 BERT pytorch implementation
JayYip/m3tl
BERT for Multitask Learning
920232796/bert_seq2seq
pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。
sileod/tasknet
Easy modernBERT fine-tuning and multi-task learning
graykode/toeicbert
TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.