SSealbook
Sealbook / Open source / Machine learning y ciencia de datos

MilaNLProc/contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

bertembeddingsmultilingual-modelsmultilingual-topic-modelsneural-topic-modelsnlpnlp-librarynlp-machine-learningtext-as-datatopic-coherence
GitHub ↗

Licencia y mantenimiento

MIT es una licencia permisiva: uso comercial libre con atribución.

Último cambio de código hace 15 meses.

Proyectos similares

RepositorioEstrellasLenguajeLicenciaActividad
1microsoft/AI-For-Beginners12 Weeks, 24 Lessons, AI for All!★ 69.9kJupyter NotebookMITActivo
2666ghj/BettaFish微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。★ 42.5kPythonGPL-2.0Activo
3google-research/bertTensorFlow code and pre-trained models for BERT★ 40kPythonApache-2.0Archivado
4hankcs/HanLPNatural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Depend★ 36.5kPythonApache-2.0Activo
5NandhaKishorM/layaNon-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ langua★ 33.4kPythonApache-2.0Activo
6NLP-LOVE/ML-NLP此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。★ 17.8kJupyter Notebook—Menos activo
7dair-ai/ML-YouTube-Courses📺 Discover the latest machine learning / AI courses on YouTube.★ 17.4k—CC0-1.0Sin cambios
8piskvorky/gensimTopic Modelling for Humans★ 16.5kPythonLGPL-2.1Menos activo