Web1 de jan. de 2016 · Transforming Software Practice. Beyond its successful application to S&C tasks, the naturalness of software promises to transform software practice through … WebSenior Software Engineer Manager at Microsoft. 1y ... The double view, or, side by side view, allowed us to ask questions about representation of localness, nationalism, body and medium.

Adaptive Code Completion with Meta-learning Proceedings of …

WebHowever, we show in this paper that this natural-language-based model fails to exploit a special property of source code: localness. We find that human-written programs are … WebReal software, the kind working programmers produce by the kLOC to solve real-world problems, tends to be “natural”, like speech or natural language; it tends to be highly repetitive and predictable. Researchers have captured this naturalness of software through sta-tistical models and used them to good effect in suggestion engines, birthday ribbon clip art

On the Naturalness and Localness of Software Logs

Web8 de jun. de 2016 · The ngram approach, rooted as it is in NL, focuses on capturing the global regularities over the whole corpus, and neglects local regularities, thus ignoring the localness of software. To overcome this, Tu et al. [36] introduced a cache language model to capture the localness of code. Web29 de out. de 2024 · This has meaningful implications. Far from “un-reflexive localism” [57,58,59], the “localness”—the sense of belonging to the same “place”, and, thus, the shared sense of responsibility in caring for the related resources according to principles of sustainability, mutuality and justice—is a key feature of this model [34,49,50,60]. WebAbout. • I'm currently an Applied Research Scientist at Thomson Reuters AI Labs, focusing on NLP and machine learning for legal and business … dan taylor weirton wv