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Titlebook: Natural Language Processing and Information Systems; 27th International C Paolo Rosso,Valerio Basile,Farid Meziane Conference proceedings 2

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Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers can then be used to select the most similar label description to the input text as the predicted label. In a true zero-shot setup, designing good label descriptions is challenging because no development set is available. Inspired by the literature on Learning with Disagreements, we look at how prob
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Metric Learning and Adaptive Boundary for Out-of-Domain Detectionnment, we often encounter the situation that the training and test data are sampled from different distributions. Then, data from different distributions are called out-of-domain (OOD). A robust conversational agent needs to react to these OOD utterances adequately. Thus, the importance of robust OO
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Extracting and Understanding Call-to-actions of Push-Notificationsuraging users to take particular actions. The nuanced intent behind a push is not always distinguishable to the end-user at moments of delivery. This work explores the text content of notifications pushed by a number of prominent apps in the marketplace over the period of 463 days. We present a new
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Automated Bug Triaging in a Global Software Development Environment: An Industry Experienceialized technical groups (TG) is essential to save time, reduce costs and gain competitiveness. An issue wrongly assigned increases the risk of negative impact in a project’s budget and schedule. This paper presents an analysis of automated approaches to recommend specialized TGs to fix a new bug. T
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Linguistically Enhanced , Machine TranslationLanguages remains a difficult problem. Here, we study how Neural Machine Translation (NMT) might overcome the communication barriers for the Deaf and Hard-of-Hearing (DHH) community. Namely, we approach the Text2Gloss translation task in which spoken text segments are translated to lexical sign repr
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there is little seismic history. Maximum displacements, velocities, and, based on the European Build­ ing Code EC8, design ground acceleration maps have thus been produced by ZivCic et al. for Slovenia, Marku§ic et al. for Croatia, Bus et al. for Hungary, and Radulian et al. for Romania. The last tw
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