[PDF] Top 20 Question type Driven Question Generation

... Dataset Following the previous works, we con- duct experiments on two datasets, SQuAD and MARCO. We use the data released by Zhou et al. (2017) and Sun et al. (2018), there are 86,635, 8,965 and 8,964 ... See full document

... The design process performs the scrutiny and composes the examination paper using an efficient algorithm with a high rate of success. With this algorithm, the user needs to specify the subject, the question ... See full document

... Our patterns convey linguistic information ex- tracted from the sentences in the documents where all the constituents of the query exist. The pat- tern is built with the words, their syntactic and se- mantic classes, ... See full document

... for Question Generation (QG) that looks at the problem beyond sentence ...frame question from while question for- mation involves sense disambiguation of the discourse connectives, ... See full document

... the question “Which of the following is most likely to be lenitive?” was “a glass of iced tea,” and dis- tractors were “a shot of tequila,” “a bowl of rice,” and “a cup of ...fifth question type was ... See full document

... One always seeks easier and understandable way for teaching and learning. This paper will present an automatic question generation system that can generate gap-fill questions and WH-type ... See full document

... Text-to-Question generation task, a QG system is given a text, and the goal is to generate a set of questions for which the text contains ...a question about a given text can be typically decomposed ... See full document

... provide question-specific ...the question. For instance, for the question “What contains chromosome, is an organelle of eukary- otic cell, and is a type of organelle? ... See full document

... the question generator. DrQA answers a question based on the given passage and has achieved a competitive per- formance on CoQA (Reddy et ...ated question, and compare its answer with the ... See full document

... third type of parse used in QG systems is the dependency parse, which connects words in a sen- tence in a graphical structure based on their gram- matical and functional ... See full document

... the question formats into two types. The first type (multiple choice) accepts a declarative input in Natural Language or a Knowledge Representation formalism (concept maps), and output consisting of ... See full document

... As students read expository text, compre- hension is improved by pausing to answer questions that reinforce the material. We describe an automatic question generator that uses semantic pattern recognition to ... See full document

... data driven and hy- brid ...Data driven models are derived primarily from observations and do not specify the response ...a question or predict a certain property, although hypotheses are often not ... See full document

... We extract our experiment corpus on Reddit 1 , and the comment utterances are crawled for our experiment evaluation 2 . Inspired by (Fan et al., 2018), we categorize questions into 9 type- s, i.e. “what”, “when”, ... See full document

... For CMQG task, we require the input question to be in Hindi. We use the manually created Hindi questions obtained from the Hindi-English ques- tion answering dataset (Gupta et al., 2018b). We generate the ... See full document

... A question is a sentence in an interrogative form, addressed to someone in order to get information in ...reply. Question Generation is the task of automatically generating questions from various ... See full document

... better question-asking facilities in in- telligent tutoring ...Language Generation, Intelligent Tutoring System, and Information Retrieval communities have currently identified the Text-to-Question ... See full document

... large question- answer datasets, we propose a principled, data- driven Instance-Based approach to Question An- ...Most question answering systems incor- porate three major steps: classify ... See full document

... One example is shown in Table 1, where a ques- tion “when was nikola tesla born ?” is gener- ated given a passage and a fact “1856”. Existing work for NQG uses a sequence-to-sequence model (Sutskever et al., 2014), which ... See full document

... deciders of naturalness. We further consider the statistical significance for the various ablations as well as the state-of-the-art models. The quan- titative evaluation is conducted using standard metrics like BLEU ... See full document