[PDF] Top 20 Image Question Answering: A Review
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Image Question Answering: A Review
... on answering binary questions beginning with ‘Is’ and ‘Are’ by 15%, increase the general accuracy of the system by ...and question-answer pairs available in future ... See full document
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ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering
... for question-answering tasks, as opposed to statistical or neu- ral methods, especially invites techniques for logical ...an image of a person wearing glasses, and the question “Does this ... See full document
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Evaluating Question Answering Evaluation
... cluding image captioning, question answering, and dialog ...for question generation, n-gram metrics assign scores that correlate poorly to the notion of ... See full document
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Improving Visual Question Answering by Referring to Generated Paragraph Captions
... these paragraph captions and attribute sentences as input in addition to the standard input image fea- tures. The VTQA model combines the informa- tion from text and image with early fusion, late fusion, ... See full document
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Do wastewater treatment plants increase antibiotic resistant bacteria or genes in the environment? Protocol for a systematic review
... systematic review based on the Population, Exposure, Comparator and Outcome (PECO) framework, aiming at answering the question “ Are antimicrobial-resistant enterobacteriaceae and antimicrobial ... See full document
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Revisiting Question Answering in Vampire
... Question answering is the process of taking a conjecture existentially quantified at the outer- most level and providing one or more instantiations of the quantified variable(s) as a form of an answer to ... See full document
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Interventions to Improve Medication Adherence in Aged People with Chronic Disease Systematic Review
... systematic review was answering the question “What are the nursing interventions able to improve in medication adherence in aged people with chronic ... See full document
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Generating Question Relevant Captions to Aid Visual Question Answering
... also common knowledge, which is usually too hard to directly learn from only a limited number of images with human annotated answers as su- pervision. However, comparatively little previous VQA research has worked on ... See full document
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Arabic Question Answering: A Study on Challenges, Systems, and Techniques
... like Question Answering to bridge the gap between general end users and the web with its different data ...a review of the Arabic Question Answering Systems building processes and the ... See full document
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Augmenting Image Question Answering Dataset by Exploiting Image Captions
... Roughly speaking, the first three approaches aim to obtain better representations or decision boundaries using unla- beled data. However, it is difficult to directly apply these methods to multi-input tasks because ... See full document
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Question Condensing Networks for Answer Selection in Community Question Answering
... the question subject and body respectively, and the results are concate- nated to form question ...the question body with respect to the main ... See full document
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Question Answering Evaluation Survey
... 3. Evaluation of QAS components The majority of QAS can be seen as “black boxes” producing an answer to a question, by pipelining many processing steps. Nevertheless, evaluating each step is challenging in order ... See full document
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Improving the Robustness of Question Answering Systems to Question Paraphrasing
... of question answer- ing (QA) systems and rapid improvements on held-out test sets, their generalizability is a topic of ...to question paraphrasing by creating two test sets consisting of para- phrased ... See full document
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Question Answering with Subgraph Embeddings
... This paper presents a system which learns to answer questions on a broad range of topics from a knowledge base using few hand-crafted features. Our model learns low-dimensional embeddings of words and knowledge base ... See full document
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Learning to Paraphrase for Question Answering
... to question an- ...neural question answering models (Bordes et ...on question-answer pairs, and em- ploy question paraphrases in a multi-task learning framework in an attempt to ... See full document
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Question Difficulty Estimation in Community Question Answering Services
... n question buckets and each bucket corresponded to a word distribution of ...two question buckets (which is the difference between the average difficulty scores of questions in the two buckets), and ... See full document
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Building a Question Classification Model for a Malay Question Answering System
... Arabic question classifier for the holy Quran as part of their work to build an Arabic QAS for the ...the question classification learning ...the question classification accuracy of SVM with several ... See full document
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Semantic Features for Automated Answer Scoring
... Govinnage R. Perera, Deenuka N. Perera, A. R. Weerasinghe(2015), “A Dynamic Semantic Space Modelling Approach for Short Essay Grading”. On most of other LSA based systems, it is required to feed the system with the ... See full document
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Experiments with Interactive Question Answering
... is “interesting” enough to the scenario such that it deserves to be mentioned in a topic-relevant question. For example, Figure 4 illustrates an answer that includes two predicates and four entities. In this case, ... See full document
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Question Analysis for Polish Question Answering
... a question model has been ...a question analysis module for the Polish question answering ...correct question type is to combine pattern matching with the WordNet-aided focus ... See full document
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