Text Classification
xlang-ai/instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
๐ Search & Retrieval๐ค Language Models
PythonApache-2.0updated Jan 15, 2025
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
$ git clone https://github.com/embeddings-benchmark/mteb.git[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Code for the CUP Elements on text analysis in Python for social scientists
Accelerated deep learning R&D
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
RMDL: Random Multimodel Deep Learning for Classification
HDLTex: Hierarchical Deep Learning for Text Classification
Data from GitHub ยท snapshot Sep 24, 2026