作者
Md Aminul Islam, Md Fasihul Kabir, Khandaker Abdullah-Al-Mamun, Mohammad Nurul Huda
发表日期
2016/5/13
研讨会论文
2016 5th International Conference on Informatics, Electronics and Vision (ICIEV)
页码范围
445-448
出版商
IEEE
简介
This paper work demonstrated an analytical ability of question answer type classification steps towards building a question answering system in Bengali language. In order to respond correctly to a free form factoid question or complex questions given a large collection of corpus, one needs to understand the question category that allows determining some of the constraints the question imposes on a possible answer. Question classification (QC) Systems allows the user to ask questions in a natural language and acquire a correct answer category (AC). This work presents the first work on a machine learning approach to Bengali question classification using stochastic gradient descent (SGD) classifier method. Stochastic gradient descent is a gradient descent optimization method for minimizing an objective function that is written as a sum of differentiable functions. Our system based on stochastic gradient descent …
引用总数
201720182019202020212022202320241355322
学术搜索中的文章
MA Islam, MF Kabir, K Abdullah-Al-Mamun, MN Huda - 2016 5th International Conference on Informatics …, 2016