[PDF] Top 20 Software Requirements: A new Domain for Semantic Parsers

... While requirements expressed in natural lan- guage have the advantage of being intelligible to both clients and developers, they can of course also be ambiguous, vague and ...a semantic parsing task. Given ... See full document

... particular domain, and subsequently a generic grammar constructs canon- ical utterances paired with logical ...constructing semantic parsers for new domains: (1) the seed utterances may induce ... See full document

... the semantic interconnections, and some simple rules of inference and logic of some particular topic (Thomas & Gruber, ...different, new and the existing ... See full document

... general-domain semantic lexicon that implements the semantic frame ...1,200 semantic frames (Baker, 2017). For every semantic frame in FrameNet, the following information is given: ... See full document

... is new direc- tion in the ...original domain-level ontology for heterogeneity and explores how to create new ontology for covering original on- tology with collaboration and consistence, and also ... See full document

... a corresponding knowledge base K. The learn- ing algorithm (Section 7.1) estimates the parame- ters of a linear model for ranking the possible en- tires in GEN (x, O). Unlike much previous work (e.g., Zettlemoyer and ... See full document

... on semantic rule-based approach were ...in domain of compliance to data protection laws. This is to ensure software products and business processes take compliance to data protection and privacy ... See full document

... and software developers have to meet users’ wishes in order to create new software ...of software functionalities can be expressed in different ways: For example, by using controlled languages ... See full document

... a new framework for a semantic-enhanced Web Page Recommendation (WPR), and a suite of enabling techniques which include semantic network models of domain knowledge and Web usage knowledge, ... See full document

... our new sequence- to-sequence/tree parser using paraphrase atten- ...sequence/tree parsers are slow to retrain since both the encoder and decoder needs to be retrained simultaneously to achieve satisfactory ... See full document

... unambiguous requirements specification with precise domain vocabulary is crucial for capturing the essence of any software system, either when developing a new system or when recov- ering ... See full document

... a semantic parser’s output schema, parsing will inevitably ...same domain. In addition to formalizing this prob- lem of domain-adjacency, we present a com- parison of various baselines that could be ... See full document

... high-level requirements to contend with, which is sizeable. The requirements followed the organisational structure as found in ...The requirements section was split into different sub-sections each ... See full document

... Early semantic role labeling was span-based (Gildea and Jurafsky, 2002; Toutanova et al., 2008, inter alia), with spans corresponding to syn- tactic constituents. But, as in syntactic parsing, there are sometimes ... See full document

... There has been other recent interest in similar datasets for sentence completion (Zweig et al., 2012) and machine reading (Hermann et al., 2015), but un- like other corpora our data is tied directly to Freebase and ... See full document

... Data For evaluation, we use the navigation task from MacMahon et al. (2006), which includes three environments and the SAIL corpus of instructions and follower traces. Chen and Mooney (2011) seg- mented the data, aligned ... See full document

... tic parsers produce high-quality semantic parsers, but they have difficulty scaling to large databases because of the sheer number of logical constants for which they must see labeled training ...tic ... See full document

... unlabelled domain texts consistently contribute to a greater parsing accuracy, and that both the domain relevance of the unlabelled data and its quantity are major factors for successful exploitation of ... See full document

... application domain and software re- quirements, showing in a simple color scale how critical they are, with red being an indication for high criticality, the yellow is an indication for the average criti- ... See full document

... 5 Checks the software requirements specification against stakeholders goals and requirements ( Validation )?. 5 Checks consistency of the software requirements?[r] ... See full document