[PDF] Top 20 A Language Independent Method for Question Classification

... natural language related applications, such as text classification (Joachims, 1999; Joachims, 2002; Tong and Koller, 2001) and named entity recognition (Mitsumori et ... See full document

... Abazin language, we can’t but mention the main thing – in contrast to object the possibility of appearance in the sentence apart expressed (by word or syntactical con- struction) subject doesn’t depend on essence ... See full document

... This paper presents a Named Entity Clas- sification system, which employs machine learning. Our methodology employs local entity information and profiles as feature set. All features are generated in an unsu- pervised ... See full document

... As the discussion of misclassified symbols shows, the main errors in the results are not due to the algorithm itself, but a problem of the spelling systems of the texts at hand. Our results confirm the findings of ... See full document

... natural language as well as human-computer interaction is that of ...building Question- Answering (QA) systems and finding intelligent, quick and reliable ways of matching a query to terms found in a given ... See full document

... 3.2. Lexicon Generation through Classification The semantic similarity (closeness) established by tradi- tional DMs does not correspond well with emotional simi- larity. For example, in the Table 6 we selected ... See full document

... blended” method of question classification (“statistics first and rules next”) and using language information such as the Synset from Wordnet and the dependency structure of Minipar as ... See full document

... Malay language is still ...the Question Answering for the Holy ...the Question Classification component of a Malay QAS and to report on the performance evaluation of the classifiers that are ... See full document

... Typically, Question Classification (QC) is the first phase in Question Answer- ing (QA) ...creation method to add new class nodes using the knowledge resources and shallow language ... See full document

... novel language-independent question and answering ...natural language processing techniques such as the preprocessing, stemming, and POS tagging, which also contributed to the high performance ... See full document

... There has been a growing interest, in recent years, in identifying and extracting subjective infor- mation from Web documents that contain opinions. Opinions are usually subjective expressions that describe people's ... See full document

... In the text mining for assessment of student answer, the teacher prepares questions and answers. Text mining process is done by natural language processing and word net tools. Artificial Intelligence and ... See full document

... audiolingual method is mainly used in class with teachers as the subject, while the communicative language teaching method puts students in the subject ...two method are essentially different ... See full document

... gender classification in Ta- ble ...specific language encoded in the first ...in- language setting (ILBoW) or the cross-language setting (CLBoW) for which, due to space con- straints, we ... See full document

... Specific Language (DSL) is primarily designed to be used in a certain area/- domain, abstracting away from the software implementation making implementation ...the language should merely be domain complete ... See full document

... When we analyze a sentence of a non-segmented language, to get all possible lexemes in the sentence, the analyzer slides the position one character by one character from the beginning to[r] ... See full document

... a question they ...the Question Class “Human ...a question belongs to the definition class the same way the word “mean” does), and in such cases, we add just the word and not its ... See full document

... Challenges in QAit: QAit focuses on learning procedural knowledge from interactive environ- ments, so it is natural to use deep RL methods to tackle it. Experiments suggest the dataset presents a major challenge for ... See full document

... Question classification is a crucial preprocessing for question answering system; it can help to make sure the user’s ...a question with a bag of features, which ignore the im- portant ... See full document

... Question Classification in English is a classical problem but in Vietnamese, it is still a relatively new ...Vietnamese question classification using learning based approach is ...about ... See full document