domain question
Methods for Using Textual Entailment in Open Domain Question Answering
... Open-Domain Question Answering (Q/A) sys- tems return a textual expression, identified from a vast document collection, as a response to a question asked in natural ...
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RECIPE: Applying Open Domain Question Answering to Privacy Policies
... We describe our experiences in us- ing an open domain question answering model (Chen et al., 2017) to evaluate an out-of-domain QA task of assisting in analyzing privacy policies of companies. ...
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A Comprehensive Resource to Evaluate Complex Open Domain Question Answering
... existing Question Answering system for each of these To this end, we used YourQA (Quarteroni and Manandhar, 2009), our open-domain Question Answering system, de- signed to address both factoid and ...
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XQA: A Cross lingual Open domain Question Answering Dataset
... Open-domain question answering (OpenQA) aims to answer questions through text retrieval and reading ...the question set of the target language ...
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Ranking and Sampling in Open Domain Question Answering
... Open-domain question answering (OpenQA) aims to answer questions based on a num- ber of unlabeled paragraphs. Existing ap- proaches always follow the distantly super- vised setup where some of the ...
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End to End Open Domain Question Answering with BERTserini
... BERT (Devlin et al., 2018), the latest refinement of a series of neural models that make heavy use of pretraining (Peters et al., 2018; Radford et al., 2018), has led to impressive gains in many natural language ...
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Latent Retrieval for Weakly Supervised Open Domain Question Answering
... open domain question answer- ing (QA) assumes strong supervision of the supporting evidence and/or assumes a black- box information retrieval (IR) system to re- trieve evidence ...from ...
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WikiQA: A Challenge Dataset for Open Domain Question Answering
... open-domain question answering (QA) prob- lem, with the goal of extracting answers from a set of pre-selected sentences (Heilman and Smith, 2010; Yao et ...
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Instance Based Generation for Interactive Restricted Domain Question Answering Systems
... restricted domain question an- swering system where users can interactively retrieve causes for problems with a computers’ operating ...a question as asked by the user in natural language (for ...
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PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
... open-domain question answering (QA) where answers are drawn from either a corpus, a knowledge base (KB), or a combina- tion of both of ...a question-specific sub- graph that contains information ...
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Denoising Distantly Supervised Open Domain Question Answering
... open-domain question answering system which contains a paragraph selector to skim over paragraphs and a paragraph reader to perform an intensive reading on the selected ...
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Multi Hop Paragraph Retrieval for Open Domain Question Answering
... our encoder can be useful not only for multi-hop questions, but also for single-hop questions. Retrieval Recall Analysis We analyze the per- formance of the TF-IDF retriever for HotpotQA in Figure 5a. We can see that the ...
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FriendsQA: Open Domain Question Answering on TV Show Transcripts
... For each dialogue, the crowd workers are required to generate at least 4 out of six types of questions, {who, what, when, where, why, how}, regarding the dialogue contexts. Every question must be an- swerable; in ...
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The Structure and Performance of an Open Domain Question Answering System
... Documents Answers Question Question Processing Question Type Answer Type.. Answer Processing Parse.[r] ...
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Performance Issues and Error Analysis in an Open Domain Question Answering System
... Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics ACL, Philadelphia, July 2002, pp... Question System Modules.[r] ...
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Evaluation corpus for restricted-domain question-answering systems for the holy Quran
... 90,000 question- answer pairs which make 29 million words of ...of question-answer pairs obtained from Knowledge Master ...trivia question and its corresponding answer, such as the ones used in the ...
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Reuse of Chinese Domain Ontology for the Restricted Domain Question Answering System
... Chinese domain texts and integrate these instances into the new ...Chinese domain texts using the existing ontology and inheriting part of elements of the existing ...same domain, ontologies are ...
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Training a Ranking Function for Open Domain Question Answering
... the question and paragraph is “country’s” which is not an important ...the question, this behavior is not ...in question with every word in the paragraph, it might learn to give a high score to the ...
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SVM Answer Selection for Open Domain Question Answering
... ????? ????? ??? ??????????????????????? ???? ???"!$#%??&(')??? *,+?? ? ????? ??????? ??? /???"0 132547652?8925 ?;?<3=?25>@?A ?,65?/BC?A ?;?< ?A45D7E";FBC?A ?2HGI?AJKD?? LNMOMQPSRUTVTXWAYAZ\[@] ^$Z`RUY[.] ...
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Restricted Domain Question Answering System
... Payal biswas proposes a framework for establishing question Answering process for restrained area utilizing developed NLP tools. . The primary objective of the model is to extract the distinct and designated ...
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