What are the best open-source alternatives to EMBER?

30 open-source projects similar to nicpopovic/ember, ranked by shared features. Top picks: zalandoresearch/flair, flairnlp/flair, llmware-ai/llmware, chen700564/metaner-icl, compnet/conivel, emma1066/self-improve-zero-shot-ner, emseoyk/verifiner, eulring/vaner, fanshu6hao/double-checker, hltcoe/golden-horse.

Is zalandoresearch/flair a good alternative to EMBER?

Flair is a natural language processing framework for training and applying models for sequence labeling and text classification. It provides a system for generating word embeddings and identifying semantic entities within text.

Is flairnlp/flair a good alternative to EMBER?

Flair is a transformer-based natural language processing framework used to build and train models for text classification and sequence tagging. It provides a specialized library for generating contextual text embeddings and performing linguistic analysis.

Is llmware-ai/llmware a good alternative to EMBER?

llmware is a Python framework for AI agent orchestration and model management, designed to coordinate multi-model workflows and autonomous agents. It provides a unified model catalog and standardized interface to execute specialized language models for complex research, analysis, and structured

Is chen700564/metaner-icl a good alternative to EMBER?

An implementation for ACL 2023 paper Learning In-context Learning for Named Entity Recognition

Is compnet/conivel a good alternative to EMBER?

Dependencies are managed using Poetry. Use poetry install to install dependencies. You can then use poetry shell to obtain a shell with the created virtual environment activated.

Is emma1066/self-improve-zero-shot-ner a good alternative to EMBER?

This is the github repository for the paper to be appeared at NAACL 2024 main conference: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models.

Is emseoyk/verifiner a good alternative to EMBER?

Official code for ACL 2024 paper: VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models.

Is fanshu6hao/double-checker a good alternative to EMBER?

The code for EMNLP24 paper "Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition"

Is hltcoe/golden-horse a good alternative to EMBER?

hltcoe/golden-horse is an open-source alternative to EMBER.

Back to nicpopovic/ember

Open-source alternatives to EMBER

30 open-source projects similar to nicpopovic/ember, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best EMBER alternative.

zalandoresearch/flair
zalandoresearch/flair
14,378Vezi pe GitHub
Flair is a natural language processing framework for training and applying models for sequence labeling and text classification. It provides a system for generating word embeddings and identifying semantic entities within text. The framework includes a dedicated system for zero and few-shot learning, enabling text classification and entity extraction using minimal training examples by leveraging pre-trained knowledge. Its capabilities cover named entity recognition, sentiment analysis, and the training of specialized models using custom datasets. It also includes tooling for the visual highl
Python
Vezi pe GitHub14,378
flairnlp/flair
flairNLP/flair
14,378Vezi pe GitHub
Flair is a transformer-based natural language processing framework used to build and train models for text classification and sequence tagging. It provides a specialized library for generating contextual text embeddings and performing linguistic analysis. The framework includes dedicated tools for named entity recognition, including the identification of specialized biomedical entities across multiple languages. It further supports entity linking to map identified text mentions to unique entries within general or biomedical knowledge bases. The project covers a broad range of language analys
Python
Vezi pe GitHub14,378
llmware-ai/llmware
llmware-ai/llmware
14,838Vezi pe GitHub
llmware is a Python framework for AI agent orchestration and model management, designed to coordinate multi-model workflows and autonomous agents. It provides a unified model catalog and standardized interface to execute specialized language models for complex research, analysis, and structured data generation. The project distinguishes itself through its heavy emphasis on local execution and quantized inference, allowing models to run on private infrastructure using CPU, GPU, and NPU acceleration via runtimes like ONNX and OpenVino. It features a specialized ability to translate natural lang
Python
Vezi pe GitHub14,838

Back to nicpopovic/ember

Open-source alternatives to EMBER

30 open-source projects similar to nicpopovic/ember, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best EMBER alternative.

zalandoresearch/flair
zalandoresearch/flair
14,378Vezi pe GitHub
Flair is a natural language processing framework for training and applying models for sequence labeling and text classification. It provides a system for generating word embeddings and identifying semantic entities within text. The framework includes a dedicated system for zero and few-shot learning, enabling text classification and entity extraction using minimal training examples by leveraging pre-trained knowledge. Its capabilities cover named entity recognition, sentiment analysis, and the training of specialized models using custom datasets. It also includes tooling for the visual highl
Python
Vezi pe GitHub14,378
flairnlp/flair
flairNLP/flair
14,378Vezi pe GitHub
Flair is a transformer-based natural language processing framework used to build and train models for text classification and sequence tagging. It provides a specialized library for generating contextual text embeddings and performing linguistic analysis. The framework includes dedicated tools for named entity recognition, including the identification of specialized biomedical entities across multiple languages. It further supports entity linking to map identified text mentions to unique entries within general or biomedical knowledge bases. The project covers a broad range of language analys
Python
Vezi pe GitHub14,378
llmware-ai/llmware
llmware-ai/llmware
14,838Vezi pe GitHub
llmware is a Python framework for AI agent orchestration and model management, designed to coordinate multi-model workflows and autonomous agents. It provides a unified model catalog and standardized interface to execute specialized language models for complex research, analysis, and structured data generation. The project distinguishes itself through its heavy emphasis on local execution and quantized inference, allowing models to run on private infrastructure using CPU, GPU, and NPU acceleration via runtimes like ONNX and OpenVino. It features a specialized ability to translate natural lang
Python
Vezi pe GitHub14,838

Open-source alternatives to EMBER

zalandoresearch/flair

flairNLP/flair

llmware-ai/llmware

Open-source alternatives to EMBER

zalandoresearch/flair

flairNLP/flair

llmware-ai/llmware

chen700564/metaner-icl

CompNet/conivel

Emma1066/Self-Improve-Zero-Shot-NER

emseoyk/VerifiNER

Eulring/VANER

fanshu6hao/Double-Checker

hltcoe/golden-horse

jiangguochaoGG/P-ICL

JinYuanLi0012/PGIM

JinYuanLi0012/RiVEG

KomeijiForce/MetaIE

lbnlp/nerre-llama

lemonhu/NER-BERT-pytorch

lfoppiano/MatSci-LumEn

ljynlp/w2ner

mayubo2333/LLM-IE

Nealcly/templateNER

PlusLabNLP/TempGen

ridiculouz/LLMAAA

shangjingbo1226/AutoNER

ShannonAI/KNN-NER

ShuheWang1998/GPT-NER

siyuyuan/GET

StefanHeng/ProgGen

tangxuemei1995/CHisIEC

TomatoTang/BILSTM-CRF

ToneLi/RT-Retrieving-and-Thinking