[PDF] Top 20 Mining Knowledge Bases for Question & Answers Websites

... Mining Knowledge Bases for Question&Answers Websites 9 They also leveraged the number of edits as a quality feature, marking as high quality if the number of questions were ... See full document

... We only present annotators with query instances for which both models output the same answer. However, we do not restrict these answers to be the ground truth. We perform the study with three explanation methods: ... See full document

... text mining problem which has clear difference from the existing information retrieval and ques- tion answering ...the answers expected are all quite different from those in our ...the question text ... See full document

... correct answers are re- turned, and (ii) making sense of the limitations of the system by looking at explanations for wrong answers, possibly providing cues to work around ... See full document

... on Question Answering concern more complex questions than factoid ...accurate answers still becomes a core problem for definition ...web knowledge bases to improve answer acquisition, we ... See full document

... only knowledge on the maintenance domain was initially expected, it has been interesting to notice that many difficulties in data entry were detected, for instance through rules mentioning empty fields, that may ... See full document

... input question, which is beneficial for selecting the correct ...extracted knowledge, which contains obscure assertions like “(changing light bulb, is-a, small building maintenance ... See full document

... candidate answers, which is sufficient for ...candidate answers (for the sake of ...layer, question encoder side and the answer encoder side are ...each question, there are 15 candidates after ... See full document

... of question-answer sets isn't ...Medical Knowledge Extraction (MKE) framework is based upon a reality revelation structure, where we mutually assess dependability of answers and specialist aptitude ... See full document

... Domain Question Answering (QA) is evolving from complex pipelined systems to end-to-end deep neural ...tracting answers from either text alone or Knowledge Bases (KBs) ...extracting ... See full document

... Limited work exists on exploiting text and KB jointly for question answering. Gardner and Krish- namurthy (2017) is the closest to ours who generate a open-vocabulary logical form and rank candidate answers ... See full document

... In (Saint-Dizier 2016), it is shown that the number of Qualias for an issue is very limited, to a maxi- mum of 20 structures; this facilitates the task and improves its feasibility. In our perspective, Qualia structures ... See full document

... Tokyo, Japan {kkulkarn,rtogashi,hidmaeda,sufujita}@yahoo-corp.jp Abstract Embedding based approaches are shown to be effective for solving simple Ques- tion Answering (QA) problems in recent works. The major drawback of ... See full document

... the question utterance and pattern is ...that question patterns which consist of common words should occur in dataset more than one time and the more times a pattern appears the more likely it is to be ... See full document

... mankind’s knowledge is growing ...this knowledge in ...their knowledge in special form. Rule-based knowledge bases (as mentioned in ...in knowledge bases are often ... See full document

... Devlin et al., 2018). Generally, these “reading comprehension” systems are operated by encod- ing the passage and question into an embedding space, and due to memory limitations cannot be applied to a large corpus ... See full document

... a question, c) the severe sparsity of supervision — most com- binations of s, r, q are not expressed in training ...prior knowledge into semantic parsers, to design models and rep- resentations with better ... See full document

... message reaches intended groups, how their communication strategy impacts observable patterns in online coverage, and which portion of the identified sentiment actually refers to their organi- zation. The U.S. National ... See full document

... Douglas McGregor identified two opposing perspectives (Theory X and Theory Y) that he believed typified managerial views of employees and suggested that management must start with the basic question of how ... See full document

... through 3.11, Ethernet 802.2 is used with NetWare 3.12 and later plus OSI routing, Ethernet II is used with TCP/IP and DECnet, and Ethernet SNAP is used with TCP/IP and AppleTalk.. 17[r] ... See full document