Apr 24, 2022
In General Discussions
I'm betting that a large percentage of you out there have no idea what a "reactor" is when used in chemistry. If you as a person Australia Mobile Number Database do not have a complete grasp of all the meanings of various words it becomes easy to see why computers have such a hard time. Computers must be able to generate all Australia Mobile Number Database the sentences a person can. If you think about that one for a minute. Assuming English has up to 1 million words (including plural, place names etc.) then given a typical Australia Mobile Number Database sentence of 10 words, there are hundreds of billions (more) of possible sentences that can be made. If a computer is going to be able to translate effectively it must be able to generate this number of sentences. You should by Australia Mobile Number Database now have an idea why nobody has produced a Australia Mobile Number Database system that works. Over the years there has been two main avenue of research. Statistical and rule based translation. Both of these have seen progress over the years and both methods are used in most production systems Australia Mobile Number Database today use. The statistical system is the easiest one to test out. It's method is simple. Look up the source words as individual words and as groups. Find the translation of each word or group. Rearrange the translated words based on their likelihood of following each Australia Mobile Number Database other base on the statistics culled from studying the target language word order. Actually this works quite well for simple sentences but as soon as you try it with longer sentence it quickly reduces to Australia Mobile Number Database incomprehension. Why? The statistical approach is fundamentally flawed. Word order is not controlled by likelihood, it is controlled by the meaning of each word. So to accurately predict what Australia Mobile Number Database word can come next you have to know what the previous words actually mean. This basic fact means that all statistical systems will NEVER work. The other area is rule based translation. This basically assigns a word type to each of the input words (Noun, Pronoun) etc., then Australia Mobile Number Database translates the words.