# Short Text Optimization

This is a cross-encoder model fine-tuned from nreimers/MiniLM-L6-H384-uncased, designed for computing scores of text pairs, suitable for text re-ranking and semantic search tasks.

This is a cross-encoder model fine-tuned from cross-encoder/ms-marco-MiniLM-L6-v2, developed using the sentence-transformers library. It can compute scores for text pairs and is suitable for text re-ranking and semantic search.

Multilingual text toxicity detection model supporting 55 languages for identifying harmful or spam content

KoChatBART is a Korean dialogue generation model based on the BART architecture, trained on over 10GB of Korean dialogue text, specializing in Korean dialogue generation tasks.

This is a paraphrase detector developed based on DeepPavlov, migrated to the Transformers format, used to detect whether Russian texts are paraphrases.

Parrot is a T5-based paraphrasing framework designed to accelerate the training of Natural Language Understanding (NLU) models through high-quality paraphrase generation for data augmentation.