[PDF] Top 20 Learning surface text patterns for a Question Answering System
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Learning surface text patterns for a Question Answering System
... automatically learning such regular expressions (along with determining their precision) from the web, for given types of ...machine learning technique of bootstrapping to build a large tagged corpus ... See full document
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Building an Annotated Corpus for Text Summarization and Question Answering
... From the figure 1, we manually annotated the features specifying ‘causality/non causality’, and also annotating only NP1, NP2, and NP3 with their semantic from Wordnet (Miller G., 1995) through mapping Thai to English ... See full document
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Paraphrase Driven Learning for Open Question Answering
... Open-domain question answering (QA) is a long- standing, unsolved ...QA system construc- tion, including gathering large databases and an- swering questions against these ...unstructured text ... See full document
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QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization
... only learning to match some specific word patterns to find the answer, LC forces the model to gener- ate answer span representations while maximizing mutual information among words in the span and the ... See full document
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Learning Named Entity Hyponyms for Question Answering
... a system, KnowItAll, that does not require training examples and is broadly applicable to a variety of classes ...generic patterns, the system identifies class-specific lexical and part-of-speech ... See full document
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Learning to Translate for Multilingual Question Answering
... baseline system computes similarity between question text and the one-best translation of the candidate answer (we run the sentence through our state-of-the-art MT sys- ...tion text and the ... See full document
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Interactive Language Learning by Question Answering
... on learning procedural knowledge from interactive environ- ments, so it is natural to use deep RL methods to tackle ...controllable text-based environment, QAit can drive research in both the RL and ... See full document
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Exploring Syntactic Relation Patterns for Question Answering
... relation patterns (SRP) for the AE ...a question word and an answer can- didate in the syntactic ...textual patterns, the SRPs capture the relations based on the sentence syntactic structure rather ... See full document
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Learning to Paraphrase for Question Answering
... years. Question answering (QA) is challeng- ing due to the many different ways natural lan- guage expresses the same information ...QA system must recognize that the questions “who created microsoft” ... See full document
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Question Classification and Answering from Procedural Text in English
... Linguistic patterns reflect the regularities of Natural Language and the applicability of such linguistic patterns is acknowledged in several Natural Language Processing ...Many question ... See full document
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A text mining approach for Arabic question answering systems
... of question set consisted of 500 questions of filtered MSNSearch logs and Ask Jeeves ...performing system, TextRoller from InsightSoft-M (Soubbotin, 2001) , was able to extract a correct answer about 77% of ... See full document
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Different Facets of Text Based Automated Question Answering System
... community question answering web ...between question and candidate answers and context information are used to construct models by ranking learning method to extract the ...The system ... See full document
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1. Review: hindi question answering system using machine learning approach
... The Question Answering System uses the approach of Machine ...of Question Answering system with Overall Accuracy and threshold of the ... See full document
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Supervised and Unsupervised Transfer Learning for Question Answering
... transfer learning has been shown to be successful for tasks like object and speech recognition, its applicability to question answering (QA) has yet to be ...transfer learning technique from ... See full document
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Restricted Domain Question Answering System
... establishing question Answering process for restrained area utilizing developed NLP ...In system developed by Shouning Qu, keyword searching in search engines was not so ... See full document
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An Analysis of the AskMSR Question Answering System
... ing the user’s query and matching sections in documents. The most common linguistic resources include: part-of-speech tagging, parsing, named entity extraction, semantic relations, dictionaries, WordNet, etc. (e.g., ... See full document
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A Lexicon for a Computer Question Answering System
... 1971 has two separate word lists, one used by the parser and o n e by.. the semantic routines, even though the parslng and the semantic routgnes.[r] ... See full document
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Learning to Compose Neural Networks for Question Answering
... tion answering, in which strings are mapped to log- ical forms, then evaluated by a black-box execu- tion model to produce ...(world, question, answer) triples alone (Liang et ...in learning a ... See full document
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CNN for Text Based Multiple Choice Question Answering
... Question Answering (QA) has seen a great surge of more challenging datasets and novel ar- chitectures in recent ...times. Question Answering task may require the system to reason over ... See full document
6
Fusion of Detected Objects in Text for Visual Question Answering
... Our final results on the VCR task are shown in Table 2. Our Dual Encoder model worked surpris- ingly well compared to Zellers et al. (2019), sur- passing the baseline without making use of bound- ing boxes. We also ... See full document
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