[PDF] Top 20 A Multilingual Approach to Question Classification
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A Multilingual Approach to Question Classification
... In computational linguistics, one body of work uses social media data to classify ISQs and NISQs, training models on a limited set of manually annotated data (Harper et al., 2009; Li et al., 2011; Zhao and Mei, 2013; ... See full document
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Multi word Entity Classification in a Highly Multilingual Environment
... an approach for the classification of millions of existing multi- word entities (MWEntities), such as or- ganisation or event names, into thirteen category types, based only on the tokens they ...of ... See full document
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Two Approaches for Multilingual Question Answering: Merging Passages vs. Merging Answers
... On the other hand, the problem of information merging in multilingual QA has not yet been addressed. However, there is some relevant related work on constructing ensembles of monolingual QA systems. For instance, ... See full document
14
Building a Question Classification Model for a Malay Question Answering System
... based approach, classifier models built from machine learning algorithms are used to classify or predict the answer types from the ...on question classification are based on this approach as ... See full document
7
Function Based Question Classification for General QA
... of question classification were focused on some speci- fied type of questions, ...new question clas- sification paradigm, which includes a ques- tion taxonomy suitable to the general QA and a ... See full document
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Towards Automating Healthcare Question Answering in a Noisy Multilingual Low Resource Setting
... Another approach is cross-lingual word representations, where a shared word em- bedding is trained from multiple ...This approach facilitates knowledge transfer from ... See full document
6
Classification based Approach for Question Answering Systems: Design and Application in HR operations
... ‘Target Dataset’, these labels were acquired from clean data, and moreover, different types of n- grams were used to create separate columns of clean data. Due to limited computation power, no experiments are done with ... See full document
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Question Classification using Multiple Classifiers
... Open-domain Question Answering system (QA) has been attached great attention for its capacity of providing compact and precise results for X ...The question classification is an essential part in the ... See full document
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Question Answering as Question Biased Term Extraction: A New Approach toward Multilingual QA
... regards Question Answering (QA) as Question-Biased Term Extraction ...QBTE approach lib- erates QA systems from the heavy bur- den imposed by question types (or answer ...given question ... See full document
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Learning to Translate for Multilingual Question Answering
... one-best question trans- lation, treating some online MT system as a black box (Adafre and van Genabith, 2009; Hartrumpf et ...and multilingual re- trieval (Nie, ... See full document
12
A Language Independent Method for Question Classification
... Open-domain Question Answering (QA) sys- tems are concerned with the problem of trying to answer questions from users posed in nat- ural language. What makes these systems a very complex and interesting research ... See full document
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Disease Inference System on the Basis of Health Related Questions Via Learning
... a classification model. Convolutional Approach is deals with a Nonnegative Matrix Factorization (NMF) based framework for open-ended temporal pattern discovery over large collections of clinical ... See full document
5
Semi supervised Training Data Generation for Multilingual Question Answering
... for multilingual tasks such as sentiment analysis (Balahur and Turchi, 2014), query-document rel- evance (Ture and Boschee, 2014), and named entity recog- nition (Dandapat and Way, ... See full document
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ABSTRACT : This paper presents a system which finds text similarity and text classification with two datasets
... text classification with two datasets question-pairs and 20news-bydate ...multiple question pairs are closer to each other based on various classification techniques with bag of words to ... See full document
6
Translated vs Non-Translated Method for Multilingual Hate Speech Identification in Twitter
... in multilingual text classification which are translated (with and without language identification) and non-translated method for multilingual hate speech identification (including Hindi, English, ... See full document
8
High Accuracy Rule based Question Classification using Question Syntax and Semantics
... 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
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MappSent: a Textual Mapping Approach for Question-to-Question Similarity
... 2000 question pairs). A question remains on how our approach could perform if the mapping matrix was trained on a large sentence database such as the paraphrasing database (PPTB) for in- stance? We ... See full document
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The QALL-ME Benchmark: a Multilingual Resource of Annotated Spoken Requests for Question Answering
... Since the project deals with both textual and spoken re- quests, the annotation of the resource pays particular at- tention to the information needed in the QA and speech processing research areas. Annotation levels ... See full document
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... generation - multilingual information retrieval - multilingual natural language interfaces - multilingual dialogue systems - multilingual message understanding systems - corpus-based and[r] ... See full document
7
Question Classification using Head Words and their Hypernyms
... with question word bigrams and error-correcting output to obtain accu- racy of ...possible question word grams, and obtained accuracy of ...in question classification ...of question ... See full document
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