Text ClassificationText classification is the task of assigning one or more labels to a piece of text.
Named Entity RecognitionNamed entity recognition, or NER, is the task of finding spans of text that refer to entities and assigning each span a type.
Question AnsweringQuestion answering is the task of producing an answer to a question. The input may contain only the question, or it may contain both a question and one or more passages that may contain the answer.
SummarizationSummarization is the task of producing a shorter version of one or more source texts while preserving the important information.
Information RetrievalInformation retrieval is the task of finding relevant items from a collection in response to a query.
Dialogue SystemsA dialogue system is a model or collection of models that interacts with users through natural language.
Cross-Lingual TransferCross-lingual transfer is the ability of a model trained or adapted in one language to work in another language.