Studio Ousia

Company profile

Studio Ousia company profile

Studio Ousia develops advanced multilingual natural language AI. We accelerate your business by helping you abstract the knowledge you need from your organization. Currently, we provide 3 SaaS services. 1. Answerrobot: Pre-trained question answering model. Clients can lanuch AI bots in just 30 minutes after registering their FAQs. 2. SMART ANNOTATOR: Text mining tool. Clients can sort text by meaning, not keywords, without registering training data. 3. QA ENGINE: Customizable question answering model. Clients can launch AI bots that understand scene specific words and phrases. Our AI Sōseki has a proven track record. --- Our AI model is developed using a novel masked entity prediction pre-training task with an entity-aware self-attention mechanism, allowing it to capture the detailed real-world knowledge written in Wikipedia. With the model’s enhanced knowledge of our world, the model performs well on practical NLP problems. In particular, one of our version LUKE achieved state-of-the-art results on five well-known NLP benchmarks: CoNLL-2003 (named entity recognition) SQuAD 1.1 (extractive question answering) TACRED (relation classification) Open Entity (entity typing) ReCoRD (cloze-style question answering) It has been added to Hugging Face Transformers (version 4.6.0).