Question Generation
Question Generation for Question Answering
... (2) Generation-based QG performs bet- ter than Retrieval-based ...for question pattern prediction, both retrieval-based and generation-based methods per- form ...However, Generation-based QG ...
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Multiple Choice Question Generation Utilizing An Ontology
... on question genera- tion, independent of an educational ...large-scale question generation task posed to the community prompted a focus on factual question generation from texts and ...
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Multimodal Differential Network for Visual Question Generation
... Visual Question Generation (VQG) dataset (Mostafazadeh et ...caption generation model (Karpathy and Fei-Fei, 2015) to extract captions for VQA dataset as the human annotated captions are not there in ...
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A Recurrent BERT based Model for Question Generation
... BERT Question Gen- eration) offers poor performance, as by construc- tion, BERT produces all tokens at a time without considering decoding results in previous ...the question generated by the naive em- ...
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Towards Answer unaware Conversational Question Generation
... Conversational question generation (CQG) is a re- cently emerging area of NLP research initiated by (Gao et ...a question coher- ent to the current QA situation should be gener- ated even without the ...
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Exploring linguistically rich patterns for question generation
... Pattern Matching and Question Generation The match of the patterns against a given free text is done at the lexical, syntactic and semantic lev- els. We have implemented a (recursive) algorithm that ...
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Automatic Question Generation using Discourse Cues
... 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, ...
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Leveraging Context Information for Natural Question Generation
... The task of natural question generation is to generate a corresponding question given the input passage (fact) and answer. It is useful for enlarging the training set of QA systems. Pre- vious work ...
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Neural Question Generation using Interrogative Phrases
... Question Generation (QG) is the task of gen- erating questions from a given ...a question such that it results in a target an- ...a question answering system can provide target answers more ...
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A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation
... of question generation with an auxiliary task of question-worthy phrase ...expect question-worthy phrases extracted can help to generate better questions, and learning to ask questions can ...
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Addressing Semantic Drift in Question Generation for Semi Supervised Question Answering
... a question lan- guage model with some loose context constraint, while it is unaware of the strong requirements that it should be closely grounded by the con- text and should be answered by the given ...to ...
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Linguistic Considerations in Automatic Question Generation
... Syntactic, sentence-level approaches outnumber other approaches as seen in the Question Gen- eration Shared Task Evaluation Challenge 2010 (Boyer and Piwek, 2010) which received only one paragraph-level, semantic ...
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Tapping into the Power of Automatic Question Generation
... of Question Answering in the field of Natural Language Processing ...beginning, question answering research focused on answering questions from databases and knowledge representations [1], but in the past ...
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Improving Neural Question Generation Using Answer Separation
... Neural question generation (NQG) is the task of generating a question from a given passage with deep neural ...the question target, resulting in the generation of unin- tended ...
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Machine Comprehension by Text to Text Neural Question Generation
... of question generation sys- ...the question and the tail serves as the ...perform question generation as an auxiliary task in training a QA ...their question generation is ...
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Evaluation of an automatic question generation approach using ontologies
... based question generation. Reasons for question generation include formative and summative assessment (Papasalouros et ...MCQ generation which are class based, property-based and ...
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Validation of course ontology elements for automatic question generation
... An Operating System course from the Computer Science domain was chosen, to begin with, due to the availability of this course ontology on the web and the nature of the test questions being mainly factual. ONKI Library ...
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Mind the Gap: Learning to Choose Gaps for Question Generation
... on question generation has focused on the grammaticality of generat- ed questions and generating effective multi- ple-choice distractors for individual question targets, both key parts of this ...
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The effect of question generation activity on students’ learning and perception
... how question generation may help the students initiate a process of hypothesizing, predicting, thought-experimenting, and explaining, thereby leading to a cascade of generative activity and helping them to ...
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Controlling item difficulty for automatic vocabulary question generation
... automatic question generation task. Automatic question generation has been proven to be able to generate questions with a quality that is comparable to those made by humans (Susanti et ...
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