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

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

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

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

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

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

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

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

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

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

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

pdf bib
Automatic Phrase Recognition in Historical German
Katrin Ortmann

pdf bib
Automatically Identifying Online Grooming Chats Using CNN-based Feature Extraction
Svenja Preuß | Luna Pia Bley | Tabea Bayha | Vivien Dehne | Alessa Jordan | Sophie Reimann | Fina Roberto | Josephine Romy Zahm | Hanna Siewerts | Dirk Labudde | Michael Spranger

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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