plz help me finding a seminar topic for computational linguistics.im a mtech 1st year student

Computational Linguistics as a area of artificial intelligence, a field under which it is often is divided. Computational Linguistics in the 1950s in the United States of America to use the computer attempts to automatically Angleščina in foreign languages, particularly Russian scientific journals, to translate texts from originated with. [2] computer compared to humans is much faster and more accurate arithmetic can count, since it was the only time before the technical details can be taken care of them for the process of language will allow significant capacity is considered to be a small thing. [3] aside from computational and quantitative methods, automatic translation, in historical linguistics and are used in modern languages and language families subgrouping modern languages first forms. Lexicostatistics and glottochronology earlier in such as premature and wrong ways, however, recent inter disciplinary study which biological studies, especially gene mapping has been proven, borrow concepts from more sophisticated analytical tools and more faithful results has proved to produce. [4]

Machine translation (also known as machine translation) failed to produce accurate translations right away so far as automatic processing of human languages than was originally assumed complex was recognized. Computational Linguistics intelligently processing language data for developing algorithms and software for dedicated study was born as the new area. Came into existence in the 1960s, artificial intelligence, computational linguistics human-level artificial intelligence in understanding and dealing with that produce natural languages Sub-Division. [Citation needed]

In order to translate from one language to another, it has been observed that they understand both languages had grammar, both morphology (word forms of the grammar) and syntax (sentence structure grammar) is also included. Order to understand syntax, one also semantics and the lexicon (or ' vocabulary '), and even understand some of the language used in utilitarianism. Thus, what languages represent a whole and the process natural languages in order to understand how to use the computer dedicated to translate developed discipline started out as an attempt. [5]

Nowadays computational linguistics research within the realm of computational linguistics departments, [6] computational linguistics laboratories, Department of computer science [7], [8] and is used in Linguistics departments. [9] [10] some research in the field of computational linguistics speech or text processing system is working, while others a system allowing man-machine interaction for the purpose of making do. Human-machine communication called conversational agents made for programs. [11]
Developmental approach [edit]
Language is a skill that develops throughout a person's life. This development process using a number of techniques were examined, and a computational approach is one of them. Some obstacles to the development of human language that it apply a computational method for understanding possible to make offers. For example, language acquisition, the evidence largely human children are exposed only positive. [12] This means that a person's linguistic development, the only one who provided records for the correct form, and evidence for what is not correct. This information is a simple hypothesis testing processes as complex as insufficient information, [13] and therefore modeling language development and acquisition and a person for a computational approach provides certain limitations.

Try both, leading to a connectionist model statistical grammar and computational language acquisition in children from the angle of development process model is designed to. [14] this task into the realm through history to explain language development as a method has been proposed. Using the model, it has been shown that a combination of simple investment presented languages incrementally as the child develop better memory and longer attention span can be learned with. [15] it is a human children for a long period of development was introduced as a reason. [15] both the findings made the strength neural network project has generated because of.

Babies develop language ability also has been modeled using the robot [16] in order to test the linguistic principles. As children, a model is a model that works, ideas, affordance and effects and spoken words were associated with was created based on mapping between may be able to learn. Importantly, these robots will need grammatical structure, vastly simplifying the learning process and information to further understand the linguistic development current without shedding light on words-to-meaning mapping were able to get working. Keep in mind that this information only by using a computational approach of testing experience might have been important.
Structural approach [edit]
In order to create better computational models of language, it is important to understand the structure of language. To this end, better computational approach using caution Angleščina language to understand how language works on a structural level has been studied. Linguistic structure to be able to study one of the most important pieces is the availability of large linguistic Corporation. This computational linguists run your model and a language exists in the vast amount of data that is contained in the infrastructure needed to gain a better understanding of the raw data grants. The most cited one of Penn Treebank Angleščina linguistic Corporation, part of the Fund for information about annotated texts. [18] more than 4.5 million words of American Angleščina containing. Annotated corpus and other researchers this type of hypothesis that otherwise would be impossible to display allows to apply.

The theoretical approach to the structure of languages have been developed. In Computational Linguistics is a framework within which the hypothesis that language comprehension and will forward a myriad of ways to work out is allowed. Grammar and language structure of internalization is one of the original theoretical theses proposed two types of models. [13] these models, rules or patterns of their encounter with the frequency of the power increase is learned. [13] even made a question to answer computational linguists: how a baby without getting stuck in a learning and overgeneralized version has a specific and general grammar (Chomsky normal form) to learn [13] such efforts go towards theoretical research early in life is a field of study set , And are crucial to the development of the area.