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From zero to hero: On the limitations of zero-shot language transfer with multilingual transformers
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SemEval-2020 Task 2: Predicting multilingual and cross-lingual (graded) lexical entailment
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Towards instance-level parser selection for cross-lingual transfer of dependency parsers
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On aligning OpenIE extractions with Knowledge Bases: A case study
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A new resource for German causal language
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Abstract:
We present a new resource for German causal language, with annotations in context for verbs, nouns and prepositions. Our dataset includes 4,390 annotated instances for more than 150 different triggers. The annotation scheme distinguishes three different types of causal events (CONSEQUENCE , MOTIVATION, PURPOSE). We also provide annotations for semantic roles, i.e. of the cause and effect for the causal event as well as the actor and affected party, if present. In the paper, we present inter-annotator agreement scores for our dataset and discuss problems for annotating causal language. Finally, we present experiments where we frame causal annotation as a sequence labelling problem and report baseline results for the prediciton of causal arguments and for predicting different types of causation.
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Keyword:
004 Informatik
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URL: https://madoc.bib.uni-mannheim.de/55424/ https://www.aclweb.org/anthology/2020.lrec-1.731
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ANNIS: A graph-based query system for deeply annotated text corpora ...
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Expanding the analysis of functional Near-Infrared Spectroscopy (fNIRS) data with multivariate techniques ... : application to a children’s literacy study ...
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Times Are Changing: Investigating the Pace of Language Change in Diachronic Word Embeddings ...
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Generating Formal Representations of System Specification from Natural Language Requirements
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Distant Reading Sentiments and Emotions in Historic German Plays ...
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ANNIS: A graph-based query system for deeply annotated text corpora
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Acquiring Architecture Knowledge for Technology Design Decisions ; Erfassung von Architekturwissen für Technologieentwurfsentscheidungen
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Adaptive Approaches to Natural Language Processing in Annotation and Application ; Adaptive Ansätze zur Verarbeitung natürlicher Sprache in Annotation und Anwendung
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Yimam, Seid Muhie. - : Staats- und Universitätsbibliothek Hamburg Carl von Ossietzky, 2019
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Predictive Dependency Parsing ; Vorhersagendes Dependenzparsing
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Köhn, Arne. - : Staats- und Universitätsbibliothek Hamburg Carl von Ossietzky, 2019
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Automatic generation of lexical recognition tests using natural language processing
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Annotator-Centered Design: Towards a Tool for Sentiment and Emotion Annotation
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Toward Multimodal Sentiment Analysis of Historic Plays: A Case Study with Text and Audio for Lessing’s Emilia Galotti
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Distant Reading Sentiments and Emotions in Historic German Plays
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