[PDF] Top 20 Towards Logic-Based Question Answering under Time Constraints
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Towards Logic-Based Question Answering under Time Constraints
... Applying logic in a real-time QA setting only makes sense if a very fast theorem prover is ...sired time frame of only a few milliseconds per ... See full document
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Identification of relations between answers with global constraints for Community based Question Answering services
... global constraints on logical relations between ...some constraints like a transitive ...these constraints as possible. Our model is based on a Markov logic network and incorporates ... See full document
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Combining Natural Logic and Shallow Reasoning for Question Answering
... Natural logic is a formal proof theory that aims to capture a subset of logical inferences by appeal- ing directly to the structure of language, without needing either an abstract logical language ...Markov ... See full document
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Question Answering over Linked Data Using First order Logic
... putes fixed-length vector representations of words with a recurrent-neural-network based language model (Mikolov et al., 2010). The similarity scor- ing methods are introduced in Section 4.2. Then, the top-N most ... See full document
12
Question Generation for Question Answering
... results based on original la- beled training sets, G-QG achieves comparable or better ...for question pattern prediction, both retrieval-based and generation-based methods per- form ...QG, ... See full document
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Cognitive Functionality based Question Answering System
... tools based vector space model to get ...open-domain question answering system took abode from end to end research by IBM Research in the year ...effort based on its comprehensive QA sys- tem ... See full document
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Lattice CNNs for Matching Based Chinese Question Answering
... as question answering (QA) could pose further challenges for short text ...ment based question answering (DBQA), the matching de- gree is expected to reflect how likely a sentence can ... See full document
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Instance Based Generation for Interactive Restricted Domain Question Answering Systems
... Spoken dialogue systems address the problem of accessing information from a structured database (such as time table information) or controlling appliances by voice. Due to the fact that the scope of the ... See full document
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A Boolean based Question Answering System
... traditional question answering system can provide users direct answers, the data source is still based on fixed document sets and it cannot satisfy all kinds of need from the ...by question ... See full document
117
Exploring Markov Logic Networks for Question Answering
... reasoning based approaches has largely relied on manually input knowledge (Lenat, ...order logic. While many probabilistic formalisms ex- ist, we use Markov Logic Networks for the ease of ... See full document
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COGEX: A Logic Prover for Question Answering
... the Question Answering technology, there still remain many problems to be ...between question and answer words, pinpointing ex- act answers, taking into consideration syntactic and se- mantic roles ... See full document
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LDA Based Similarity Modeling for Question Answering
... filter based on the presence of the desired answer type in candidate ...simple question formulation is not satisfactory, many advanced QA systems implement more sophisticated syntactic, semantic and contex- ... See full document
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Knowledge Based Question Answering as Machine Translation
... 2007; Kwiatkowski et al., 2010; Kwiatkowski et al., 2011) require manually annotated logical forms as supervision, and are hard to extend result- ing parsers from limited domains, such as GEO, JOBS and ATIS, to open ... See full document
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Web based List Question Answering
... The well-known redundancy-based approach iden- tifies the factoid answer as an N-gram appearing most frequently on the Web (Brill et al. 2001). This idea works well on factoid questions because factoid questions ... See full document
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Sentiment Classification towards Question Answering with Hierarchical Matching Network
... solely based on Answer 2. However, when we take Question 2, “Is the sun cream really effective?”, into consideration, it can be easier to label this QA text pair with a nega- tive ...the question and ... See full document
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Towards Generalizable Neuro Symbolic Systems for Commonsense Question Answering
... We have presented a survey on two popular knowledge bases (ConceptNet and ATOMIC) and recent knowledge-integration methods (attention and pre-training), on commonsense QA tasks. Evaluation on two QA datasets suggests ... See full document
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BioAMA: Towards an End to End BioMedical Question Answering System
... The primary goal of our NLI module is to infer if any of the sentences among the answer snip- pets entails or contradicts the assertion posed by the question. We segmented the answer snippets for each ... See full document
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Crowdsourcing for (almost) Real time Question Answering
... Question answering is one of the major compo- nents of such personal ...community question answering (CQA) sites emerged, such as Yahoo! Answers and Stack Ex- ... See full document
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Question Answering Based on Semantic Structures
... ????????? ??? ??? ????????? ? ???????????? ?! #"$??%&?' ?? ?()"*?+????(,? ??? ??? 0/214351!687 /97; <7 3?7 3 =?>;@BADCB> EF@HGJIK> EML?N?IMOQP R?@HADCTS?UVGWAV> UDAX=?> YZ@BGJ@BR+@HA []\M^; N?AV>;@HAD[.] ... See full document
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Towards Natural Interactive Question Answering
... e. based on hyponymy within a lexical semantic ...the question ‘Who bought Mannesmann?’, as the former event is classed into the FrameNet frame S ELLING and the latter into B UYING which are related in the ... See full document
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