Conference on Natural Language Processing (2021)

Volumes

Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021) 28 papers

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Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021)
Kilian Evang | Laura Kallmeyer | Rainer Osswald | Jakub Waszczuk | Torsten Zesch

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The Impact of Word Embeddings on Neural Dependency Parsing
Benedikt Adelmann | Wolfgang Menzel | Heike Zinsmeister

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Benchmarking down-scaled (not so large) pre-trained language models
Matthias Aßenmacher | Patrick Schulze | Christian Heumann

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ArgueBERT: How To Improve BERT Embeddings for Measuring the Similarity of Arguments
Maike Behrendt | Stefan Harmeling

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How Hateful are Movies? A Study and Prediction on Movie Subtitles
Niklas von Boguszewski | Sana Moin | Anirban Bhowmick | Seid Muhie Yimam | Chris Biemann

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Emotion Recognition under Consideration of the Emotion Component Process Model
Felix Casel | Amelie Heindl | Roman Klinger

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Identifikation von Vorkommensformen der Lemmata in Quellenzitaten frühneuhochdeutscher Lexikoneinträge
Stefanie Dipper | Jan Christian Schaffert

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Emotion Stimulus Detection in German News Headlines
Bao Minh Doan Dang | Laura Oberländer | Roman Klinger

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Lexicon-based Sentiment Analysis in German: Systematic Evaluation of Resources and Preprocessing Techniques
Jakob Fehle | Thomas Schmidt | Christian Wolff

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Definition Extraction from Mathematical Texts on Graph Theory in German and English
Theresa Kruse | Fritz Kliche

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Extraction and Normalization of Vague Time Expressions in German
Ulrike May | Karolina Zaczynska | Julián Moreno-Schneider | Georg Rehm

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Automatic Phrase Recognition in Historical German
Katrin Ortmann

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Who is we? Disambiguating the referents of first person plural pronouns in parliamentary debates
Ines Rehbein | Josef Ruppenhofer | Julian Bernauer

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Examining the Effects of Preprocessing on the Detection of Offensive Language in German Tweets
Sebastian Reimann | Daniel Dakota

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Neural End-to-end Coreference Resolution for German in Different Domains
Fynn Schröder | Hans Ole Hatzel | Chris Biemann

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How to Estimate Continuous Sentiments From Texts Using Binary Training Data
Sandra Wankmüller | Christian Heumann

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forumBERT: Topic Adaptation and Classification of Contextualized Forum Comments in German
Ayush Yadav | Benjamin Milde

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Robustness of end-to-end Automatic Speech Recognition Models – A Case Study using Mozilla DeepSpeech
Aashish Agarwal | Torsten Zesch

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Effects of Layer Freezing on Transferring a Speech Recognition System to Under-resourced Languages
Onno Eberhard | Torsten Zesch

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DeInStance: Creating and Evaluating a German Corpus for Fine-Grained Inferred Stance Detection
Anne Göhring | Manfred Klenner | Sophia Conrad

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Combining text and vision in compound semantics: Towards a cognitively plausible multimodal model
Abhijeet Gupta | Fritz Günther | Ingo Plag | Laura Kallmeyer | Stefan Conrad

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MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain
Leonhard Hennig | Phuc Tran Truong | Aleksandra Gabryszak

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Automatically evaluating the conceptual complexity of German texts
Freya Hewett | Manfred Stede

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WordGuess: Using Associations for Guessing, Learning and Exploring Related Words
Cennet Oguz | André Blessing | Jonas Kuhn | Sabine Schulte Im Walde

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Towards a balanced annotated Low Saxon dataset for diachronic investigation of dialectal variation
Janine Siewert | Yves Scherrer | Jörg Tiedemann

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German Abusive Language Dataset with Focus on COVID-19
Maximilian Wich | Svenja Räther | Georg Groh

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Comparing Contextual and Static Word Embeddings with Small Data
Wei Zhou | Jelke Bloem