frame-semantic-transformer
nlu
frame-semantic-transformer | nlu | |
---|---|---|
1 | 25 | |
49 | 818 | |
- | 2.0% | |
6.2 | 8.6 | |
8 months ago | 10 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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frame-semantic-transformer
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Frame Semantic Transformer: Open-source T5-based Semantic Frame Parser for FrameNet
Frame-Semantic-Transformer Github
nlu
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1 line to visualizations for dependency trees, entity relationships, resolution, assertion, NER and new models for Afrikaans, Welsh, Maltese, Tamil, and Vietnamese - John Snow Labs NLU 3.0.1 for Python
See the visualization tutorial notebook and visualization docs for more info.
All of the 140+ NLU tutorial Notebooks have been updated and reworked to reflect the latest changes in NLU 3.0.0+
- 200+SOTA Medical NLP Models NER, Resolution, Relations – John Snow Labs NLU3.0.0
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200+ State of the Art Medical Models for NER, Entity Resolution, Relation Extraction, Assertion, Spark 3 and Python 3.8 support - John Snow Labs NLU 3.0.0
Graph NLU tutorial
Entity Resolution overview notebook
Relation extraction notebook
Medical Named Entity Extraction (NER) notebook
NLU on Github
What are some alternatives?
fastT5 - ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
spark-nlp - State of the Art Natural Language Processing
simpleT5 - simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.
spark-nlp-display - A library for the simple visualization of different types of Spark NLP annotations.
KeyPhraseTransformer - KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction
streamlit-webrtc-example - Real time video and audio processing examples with Streamlit and streamlit-webrtc
zeroshot_topics - Topic Inference with Zeroshot models
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
RATransformers - RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!
PromCSE - Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
text-to-text-transfer-transformer - Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
ckip-transformers - CKIP Transformers