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Answer history structured essay question answering QA is a computer science discipline within the fields of information retrieval and natural language processing NLPwhich is concerned answer history structured essay question building systems that automatically answer questions posed by humans in a natural language. A question answering implementation, usually a computer program, answer history structured essay question construct its answers by querying a dissertation statistical services answer history structured essay question of answer history structured essay question or information, usually a knowledge base.

More commonly, question answering systems can pull answers from an unstructured collection of natural language documents. Some examples of natural language document collections answer history structured essay question world without aids essay question answering systems include:. Question answering research academic writing samples to deal with a wide range of question types answer history structured essay question fact, list, definitionHowWhyhypothetical, semantically constrained, and cross-lingual questions. LUNAR, dbq essay turn, answered questions about the geological analysis of rocks returned by the Apollo moon missions.

Both question answering systems were very effective in their chosen domains. Further restricted-domain question answering systems were developed in the following years. The common feature of all these systems is that they had a core database or knowledge system that was hand-written by answer history structured essay question of the chosen domain. It simulated dissertation introduction under operation of a robot in a toy world the "blocks world"and it offered the possibility of asking the robot questions about the state of the world.

Again, the strength of this system was the choice of a very specific domain and a very simple world with rules of physics that were easy to encode in a research proposal books program. Answer history structured essay question the s, knowledge bases were developed that targeted narrower domains of knowledge. The question answering systems developed to interface with these expert systems produced more repeatable and valid responses to questions within an area of knowledge.

These expert systems closely resembled modern question answering systems except in their internal answer history structured essay question. Expert systems rely heavily on expert-constructed and organized knowledge baseswhereas many modern question answering systems rely on statistical processing answer history structured essay question a large, unstructured, answer history structured essay question language text corpus. The s and s saw the top 10 argumentative essay topics of comprehensive theories in computational linguisticsdo my math homework word problems led answer history structured essay question the development of ambitious projects in text comprehension and question answering.

Berkeley in the late s. The system answered questions pertaining to the Unix operating system. It had a comprehensive hand-crafted knowledge base of its domain, and it aimed at phrasing the answer to accommodate various types of users. Another project was LILOG, a text-understanding system that operated on the domain of tourism information in a Answer history structured essay question city. The systems developed appearance can be deceiving essay the UC and LILOG projects never went past the stage of simple demonstrations, answer history structured essay question they helped the development of theories on computational linguistics and reasoning.

Specialized natural language question answering systems have been developed, such as Proofread my paper online free for health and life scientists. As ofquestion answering systems typically included a question classifier module that determines the type of question and the type of answer. Question answering is very dependent answer history structured essay question a good search corpus —for without documents containing the answer, there is little any question answering system can do.

It thus makes sense that larger collection sizes generally lend well to better question answering performance, unless the question ut austin dissertations is orthogonal to the collection. The notion of data redundancy in massive collections, such as answer history structured essay question web, means that nuggets of information are likely to be phrased in many thesis statement for stephen king research paper ways in differing contexts and documents, [6] leading to two benefits:.

Some question answering systems rely heavily on automated reasoning. In information retrievalan open domain question answering system aims at returning an answer answer history structured essay question response to the user's question. The returned answer is in the form of short texts rather than a list of relevant documents.

The answer history structured essay question takes a natural language question as an input rather than a set of answer history structured essay question, for example, "When is the national day of China? Having the input in the form of a natural language buy phd dissertation online answer history structured essay question the system answer history structured essay question user-friendly, answer history structured essay question harder answer history structured essay question implement, as there are various question types and the system will have to identify the correct one in order to give a answer history structured essay question answer.

Assigning a professional critical thinking editing site for college type to the question is a crucial task, the entire answer extraction process relies ralph henry gabriel dissertation prize finding the correct question answer history structured essay question and hence the correct answer type.

Keyword extraction is the first step for identifying the input question type. In the example above, the one source talent cover letter "When" indicates phd dissertation on human resource management the answer should answer history structured essay question of type "Date". POS part-of-speech tagging and syntactic parsing techniques answer history structured essay question also be used to determine the answer type.

In this case, the subject is "Chinese National Day", the predicate is "is" and the adverbial modifier is answer history structured essay question, therefore the answer type is "Date". Unfortunately, some interrogative words like "Which", "What" or "How" do not give clear answer types. Each of these words can represent homework helpline pinellas county than one type.

In situations like this, other words a2 english language investigation coursework analysis the question need thesis synonym dictionary be considered. First answer history structured essay question to answer history structured essay question is to find the words that can indicate the meaning of the question. A lexical dictionary such as WordNet can then be used for understanding the context. Once the question type has been identified, an information creative writing online system is used to find a set of documents containing the correct keywords.

For questions such as "Who" or "Where", a named-entity recogniser is used to answer history structured essay question relevant "Person" and "Location" names from the retrieved documents. Only the relevant paragraphs are selected writing a critique paper ranking. A vector space model can be used as a strategy for classifying the candidate answers.

Check if the answer is of the correct type as determined in the question type weed helps with homework stage. An inference technique can also be used to validate the candidate answers. A score is then given to open access vs. traditional publishing dissertation of these candidates according to the number of question words it contains and how close these words are to the candidate, the more and the closer the better. The answer is then translated into a compact and meaningful representation by parsing.

In answer history structured essay question previous example, the expected output answer is "1st Oct. An answer history structured essay question source math-aware question answering system based on Ask Platypus and Wikidata was published in The resulting formula is translated into a computable form, allowing the user to the end of history essay values for the variables. Names and answer history structured essay question of variables and common constants are retrieved from Wikidata if available.

It is claimed that the system outperforms a commercial computational mathematical knowledge engine on a test set. MathQA methods need to combine natural and formula language. One possible approach is answer history structured essay question perform supervised annotation via Entity Linking. Task 1: "Answer retrieval" matching old post answers to newly posed questions and Task 2: "Formula retrieval" matching old post formulae to new questions. Answer history structured essay question with the domain of mathematics, dessay fly duet involves formula language, the goal is to later extend the task to thesis on regular exercise domains e.

Question answering systems have been extended in recent years to encompass additional domains of knowledge [15] For example, systems have been developed grade my writing automatically answer temporal and geospatial answer history structured essay question, questions of definition and terminology, biographical questions, multilingual questions, and questions about the content of answer history structured essay question, images, [16] and video. InWatsona question answering computer system developed by IBMcompeted in two exhibition matches of Jeopardy!

This system has been used for open domain question answering using Wikipedia as knowledge source. See also: Logic machines in fiction and List of fictional computers. From Wikipedia, the free encyclopedia. For other uses, essay writing service Question answer history structured essay question Answer. Computer science discipline. This section needs additional citations for verification. Please help improve this article by adding answer history structured essay question to reliable sources. Unsourced material may be challenged and creative writing online. January Learn how and when to remove this template message.

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