Text-Summarization-using-NLP
nlu
| Text-Summarization-using-NLP | nlu | |
|---|---|---|
| 2 | 25 | |
| 33 | 809 | |
| - | 0.9% | |
| 0.0 | 8.6 | |
| about 1 year ago | 11 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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Text-Summarization-using-NLP
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?
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
spark-nlp - State of the Art Natural Language Processing
pytextrank - Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
spark-nlp-display - A library for the simple visualization of different types of Spark NLP annotations.
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
streamlit-webrtc-example - Real time video and audio processing examples with Streamlit and streamlit-webrtc
frame-semantic-transformer - Frame Semantic Parser based on T5 and FrameNet
BERTweet - BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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
simpletransformers - Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI