[PDF] Top 20 Machine Learning Approach for Question Answering in Information Retrieval
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Machine Learning Approach for Question Answering in Information Retrieval
... Natural language processing (NLP) is a field of computer science, artificial intelligence and computational linguistics .It is concerned with the interactions between computers and human (natural) languages.It is ... See full document
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1. Review: hindi question answering system using machine learning approach
... users. Information retrieval and Information Extraction are the two important methods being accessed for the same ...done. Question Answering system is an idea to make the access of the ... See full document
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Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?
... automatic question answering that do not require training data in the form of MCQs, using Information Retrieval (IR) techniques and standard neural network ...neural approach is ... See full document
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Discriminative Information Retrieval for Question Answering Sentence Selection
... Question answering (QA) with textual corpora is typically modeled as first finding a candidate set of passages (sentences) that may contain an answer to a question, followed by an optional candidate ... See full document
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Evaluation of baseline information retrieval for Polish open-domain Question Answering system
... The a@n of the baseline IR system (Solr) con- figuration ranges from 26% for n = 1 to 87% for n = 200 top documents considered. Our queries consisted of base forms of all question words ex- cept words from a ... See full document
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Multi step Entity centric Information Retrieval for Multi Hop Question Answering
... standard approach of using mention text and hyper-link information (Cucerzan, 2007; Ji and Grishman, 2011), we create a mapping (alias ta- ble) between ... See full document
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Is Question Answering Better than Information Retrieval? Towards a Task Based Evaluation Framework for Question Series
... of question answering research has shifted away from isolated factoid questions to more complex information needs embedded within a broader context ...of question series organized around ... See full document
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Question Answering Using Integrated Information Retrieval and Information Extraction
... A major challenge is to ascertain whether the mention of the target is indeed involved in the rec- ognized justice event. Our event recognition system was developed within the ACE program and only seeks to assigns roles ... See full document
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Question Answering Using a Large Text Database: A Machine Learning Approach
... [r] ... See full document
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A Machine Learning Approach to Introspection in a Question Answering System
... [r] ... See full document
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Question Retrieval with Distributed Representations and Participant Reputation in Community Question Answering
... for question retrieval on community Q&A data (Ponte & Croft, 1998; Song & Croft, 1999; Zhai & Lafferty, ...modeling approach (unigram language model) has performed quite well ... See full document
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Integrating Linguistic Knowledge in Passage Retrieval for Question Answering
... in information retrieval seems to be very hard because the task here is to match plain text keywords to natural language ...In question answering (QA), however, the task is to match natural ... See full document
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Different Facets of Text Based Automated Question Answering System
... Automatic question answering (QA) deals with automatically answering questions that are formulated by humans in natural ...at answering factoid questions (What is cost of iPhone7?) instead of ... See full document
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Exploiting Bilingual Translation for Question Retrieval in Community Based Question Answering
... Monolingual Information Retrieval Besides in CQA, word ambiguity and lexical gap have been investigated in information re- trieval ...novel approach to incorporate word senses into the ... See full document
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Question Analysis and Answer Passage Retrieval for Opinion Question Answering Systems
... Question answering systems provide an elegant way for people to access an underlying knowledge ...with question analysis and answer passage retrieval in opinion QA ...For question ... See full document
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Question Analysis and Answer Passage Retrieval for Opinion Question Answering Systems
... major information retrieval evaluation forums in the ...and information retrieval domains such as large-scale information retrieval, question answering, genomics, ... See full document
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Smart Health: Natural Language Processing based Question and Answering Retrieval System in Healthcare
... that information that the Patient is searching for ...the question responsive system is that the Patients simply ought to enter the question and therefore the system can retrieve the foremost ... See full document
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Closed Domain Keyword based Question Answering System for Legal Documents of IPC Sections & Indian Laws
... the Information Retrieval, as the corpus stored of text files in sorted ascending order so that most appropriate and matching answer and exact definition will obtain in first passage ...any question ... See full document
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Learning to Paraphrase for Question Answering
... Question answering (QA) systems are sen- sitive to the many different ways natural language expresses the same information ...using question-answer pairs as a su- pervision signal. A ... See full document
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QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization
... the question to be answered confidently, leaving no incentive for further learn- ing on the ...in question answering instead, and showed the improvement on ...alternative approach named ... See full document
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