Make sense of documents
Understanding sentence-level is key when you want to query large quantities of policy documents, contracts, or annual reports. By understanding these documents on a sentence-level you can search through millions of documents in a matter of seconds just by asking a question.
The key challenge
Q&A document search
With sequence models you can search in documents by asking a question in natural language. This method goes beyond keyword search and looks much deeper to the meaning of sentences. Similar to how word embeddings are used to find coherent words, for example, a woman is to a man just like a queen is to a king. With sequence models, coherence between an input sentence (question) and an output sentence (answer) is found.