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Natural Language Processing Tasks
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Coreference Resolution
The task of finding all expressions that refer to the same entity in a text.
Text Classification
The process of assigning tags or categories to text according to its content.
Grammar Checking
The process of using computer software to identify and correct grammar errors in text.
Topic Modeling
A type of statistical model for discovering the abstract 'topics' that occur in a collection of documents.
Text Summarization
The process of automatically creating a shortened version of a text that highlights its key points.
Sentiment Analysis
Determining the emotional tone behind a series of words to gain an understanding of the attitudes, opinions and emotions expressed within an online mention.
Question Answering
Building a system that automatically answers questions posed by humans in a natural language.
Chatbot Development
Creating a service, through various forms of messaging, that users can interact with using natural language.
Dialogue Systems
Computer systems intended to converse with a human with a coherent structure.
Part-of-Speech Tagging
The process of marking up a word in a text as corresponding to a particular part of speech, based on both its definition and its context.
Text Generation
The process of generating natural language texts, which may be based on some input data or entirely generated from scratch.
Lexical Semantics
The study of word meaning and the relations between words.
Machine Translation
The automatic translation of text or speech from one language to another.
Named Entity Recognition
The process of detecting the named entities such as the names of persons, organizations, locations, expressions of times, quantities, monetary values, percentages, etc.
Text-to-Speech
The process of converting digital text into spoken voice output.
Information Retrieval
The task of obtaining information system resources relevant to an information need from a large collection of resources.
Language Modeling
The task of assigning a probability to sequences of words, which is the central piece for various NLP tasks.
Automated Essay Scoring
The use of specialized computer programs to assign grades to essays written in an educational setting.
Speech Recognition
The process of converting spoken words into text.
Dependency Parsing
The process of analyzing the grammatical structure of a sentence and establishing relationships between 'head' words and words which modify those heads.
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