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GLUCOSE: GeneraLized and COntextualized Story Explanations
TLDR
This paper presents a platform for effectively crowdsourcing GLUCOSE data at scale, which uses semi-structured templates to elicit causal explanations and collects 440K specific statements and general rules that capture implicit commonsense knowledge about everyday situations.
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To Test Machine Comprehension, Start by Defining Comprehension
TLDR
This paper argues that existing approaches to comprehension do not adequately define comprehension; they are too unsystematic about what content is tested, and presents a detailed definition of comprehension—a “Template of Understanding”—for a widely useful class of texts, namely short narratives.
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Open-Domain Frame Semantic Parsing Using Transformers
TLDR
It is shown that a purely generative encoder-decoder architecture handily beats the previous state of the art in FrameNet 1.7 parsing, and that a mixed decoding multi-task approach achieves even better performance.
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Dialogue Management in Vector-Based Call Routing
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IBM's PIQUANT II in TREC2005
PIQUANT II Components for Factoid / List Questions Question Preprocessor
TLDR
Improvements in the PIQUANT II system are described, by improving the performance of select answering agents, by developing two new agents, and finally, by improved the answer resolution algorithm for combining answers from individual agents.
Table of Contents Finding the Right Supervisor: Expert-finding in a University Domain Domain-specific Semantic Relatedness from Wikipedia: Can a Course Be Transferred? Using Ontology-based Approaches…
TLDR
This workshop looks at one problem that arises within universities on a daily basis but has attracted little attention in the literature, namely the problem of a searcher who is trying to identify a potential PhD supervisor, or, from the perspective of the university's research office, to allocate a PhD application to a suitable supervisor.
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