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An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.
A simple Langchain RAG application.
OASIS TC Open Repository: Non-normative schemas and examples for STIX 2
Cyber Threat Intelligence Repository expressed in STIX 2.0
OASIS TC Open Repository: Python APIs for STIX 2
A curated list of amazingly awesome Cybersecurity datasets
Machine Learning for Cyber Security
PyTorch code for SpERT: Span-based Entity and Relation Transformer
An elegent pytorch implement of transformers
RAG using Llama3, Langchain and ChromaDB
ACL'2022: Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Build ChatGPT over your data, all with natural language
LLMs4OM: Matching Ontologies with Large Language Models
Automatic Ontology and Knowledge Graph construction with LLM
Guideline following Large Language Model for Information Extraction
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
A list of NLP resources focused on event extraction task
Event extraction on legal domain´s small corpus using Large Language Models. Specifically, on the Spanish Workers' Statutes
Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and…
LLM-based ontological extraction tools, including SPIRES
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
Universal information extraction with instruction learning
Unified Structure Generation for Universal Information Extraction
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).