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guillaumegenthial/sequence_tagging

Named Entity Recognition (NER) library for Tensorflow, using LSTM + CRF for state-of-the-art performance.

2.0K
Archived
Python
LLM Frameworks
API Frameworks
Tensorflow
#named-entity-recognition#ner#bi-lstm

jiesutd/NCRFpp

NCRF++: A Neural Sequence Labeling Toolkit for tasks like NER, POS tagging, and text chunking.

1.9K
Archived
Python
Agents & Orchestration
Named Entity Recognition
PyTorch
#neural-networks#sequence-labeling#chunking

Franck-Dernoncourt/NeuroNER

A high-performance named-entity recognition library built with state-of-the-art neural networks.

1.7K
Archived
Python
Named-Entity Recognition
API Frameworks
TensorFlow
#deep-learning#machine-learning#natural-language-processing

undertheseanlp/underthesea

Underthesea is a powerful Vietnamese NLP toolkit for developers working with natural language processing tasks.

1.7K
Active
Python
LLM Frameworks
API Frameworks
#vietnamese#nlp#natural-language-processing

myhhub/KnowledgeGraph

This Python project helps developers build knowledge graphs from scratch, including named entity recognition, relation extraction, and question answering.

1.6K
Archived
Python
Knowledge Representation
Databases
#knowledge-graph#named-entity-recognition#relation-extraction

CLUEbenchmark/CLUENER2020

CLUENER2020 is a Chinese fine-grained named entity recognition dataset and benchmark for AI-powered NLP development.

1.5K
Archived
Python
Fine-tuning
Databases
Python
#chinese-ner#named-entity-recognition#seq2seq

Hironsan/anago

A Python library for named-entity recognition, part-of-speech tagging, and other NLP tasks using LSTM-CRF and ELMo models.

1.5K
Archived
Python
NLP
API Frameworks
Keras
#named-entity-recognition#part-of-speech-tagging#sequence-labeling

buppt/ChineseNER

A Chinese Named Entity Recognition (NER) library built with PyTorch and TensorFlow

1.5K
Archived
Python
NER & Text Processing
API Frameworks
PyTorch
#named-entity-recognition#chinese-nlp#bilstm-crf

explosion/spacy-llm

Integrates Large Language Models (LLMs) into structured NLP pipelines using Spacy.

1.4K
Archived
Python
Prompt Engineering
Spacy
#LLM#NLP#Spacy

Tongjilibo/bert4torch

An elegant PyTorch implementation of popular transformer models like BERT, GPT, and more for NLP tasks.

1.3K
Active
Python
LLM Frameworks
LLM Wrappers & SDKs
PyTorch
#bert#transformers#nlp

kamalkraj/BERT-NER

A PyTorch-based library for named entity recognition using the BERT language model.

1.2K
Archived
Python
LLM Frameworks
API Clients & Testing
PyTorch
#bert#named-entity-recognition#nlp

chakki-works/seqeval

A Python framework for sequence labeling evaluation, useful for named-entity recognition and POS tagging.

1.2K
Archived
Python
Computer Vision
API Clients & Testing
Python
#named-entity-recognition#sequence-labeling#natural-language-processing

opensemanticsearch/open-semantic-search

Open-source search and text analytics platform for exploring large document collections with semantic search and NLP

1.1K
Experimental
Shell
Search-as-a-Service
Search
#search#semantic-search#text-analytics

jiesutd/YEDDA

A lightweight collaborative text span annotation tool for named entity recognition and event extraction.

1.1K
Archived
Python
NER
Annotation Tools
Python
#annotation-tool#named-entity-recognition#event-extraction

quqxui/Awesome-LLM4IE-Papers

A curated collection of papers on generative information extraction using large language models.

1.1K
Archived
LLM Frameworks
Information Extraction
#large-language-models#information-extraction#event-extraction
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