[PDF] Top 20 Leveraging Context Information for Natural Question Generation

... of natural question generation is to generate a corresponding question given the input passage (fact) and ...other context within the ... See full document

... resource, context plays a vital role in sup- porting the selection of information to be displayed to the ...force context-dependent preferences while the text is being generated by the Text ... See full document

... validation. Natural Language Processing (NLP) techniques have been extensively used to retrieve and extract information from textual sources in order to automatically identify con- cepts, instances, and ... See full document

... tags. Information about the relation of the candidate to the query and the category of the queried record is captured using the features candidate is a substring of the query and candidate contains the queried ... See full document

... the Question Answering (QA) systems are progressing towards solving research issues in handling complex questions such as comparative, evaluation, superlative and negation question types [7], [11], [12], ... See full document

... cific question additionally has: (1) the answer to the question ...using information retrieval or a knowledge base search coupled with tem- plates; (2) relevant noun and verb phrases ... See full document

... key information regarding the ...uses natural language processing (NLP) for the implementation of question generation, and knowledge base is used to generate answers for the generated ... See full document

... various natural language understanding tasks, such as document summa- rization, document classification, ...tackle question generation ...for question gen- eration ...sequential ... See full document

... the information contained in the DA and the naturalness is defined as whether the response could plausibly have been produced by a human as proposed by Wen et ... See full document

... driven method and simplified the process by extracting elementary sentences from the complex sentences using syntactic information and Part Of Speech Tagging (POS).After classifying the elementary sentences based ... See full document

... the context (communicative goal of the text). The issue of context in semantic group- ing gains importance especially in systems that present the same information in different views (Example: QA ... See full document

... Soft labeling, or the association of one train- ing instance with multiple, weighted, conflict- ing labels, is a technique to model noisy training data. Thiel (2008) found that soft labeled train- ing data produced more ... See full document

... keep the extractions as informative as possible and avoid extracting too many similar relations in dif- ferent granularities from one sentence. We join all arguments in the extracted n-ary relation into a sequence as our ... See full document

... for natural language generation ...future generation. We evaluate Scratchpad in the context of three well-studied natural language generation tasks — Machine Translation, ... See full document

... Das et al. (2017a) extend the VQA scenario by collecting sequential questions from people who are shown only an automatically generated caption, not the image itself. The utterances in this dataset, called ‘Visual ... See full document

... Automatic Question generation is a computer program of generating questions automatically from a ...generate question from Punjabi historical documents or ... See full document

... planning information retrieval and reaching the goal of finding the best ...uses natural language processing and semantic web to analyze and clas- sify ...query. Information retrieval tools based ... See full document

... In data-driven approaches, it is used for instance, to generate dialogue turns from dialogue moves [Wen et al., 2015, Wen et al., 2016, Novikova et al., 2017], to verbalise the content of Knowledge bases [Gardent et al., ... See full document

... fusion between is/are and do/does (ii) incorrect use of determiners (missing articles, confusion be- tween a/the and addition of extra articles). An- other problem occurs when the extracted keyword sequence contains a ... See full document

... Pivot approach can also be used in paraphrase generation. It generates paraphrases by translating sentences from a source language to one (single- pivot) or more (multi-pivot) pivot languages and then translating ... See full document