Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments

Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor 2021-09 Association for Computational Linguistics Duesseldorf, Germany text conference publication germeval-2021-germeval https://aclanthology.org/2021.germeval-1.0/ Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch author Anke Stoll author Lena Wilms author Michael Wiegand author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication risch-etal-2021-overview https://aclanthology.org/2021.germeval-1.1/ 2021-09 1 12 UPAppliedCL at GermEval 2021: Identifying Fact-Claiming and Engaging Facebook Comments Using Transformers Robin Schaefer author Manfred Stede author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication schaefer-stede-2021-upappliedcl https://aclanthology.org/2021.germeval-1.2/ 2021-09 13 18 FH-SWF SG at GermEval 2021: Using Transformer-Based Language Models to Identify Toxic, Engaging, & Fact-Claiming Comments Christian Gawron author Sebastian Schmidt author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication gawron-schmidt-2021-fh https://aclanthology.org/2021.germeval-1.3/ 2021-09 19 24 DFKI SLT at GermEval 2021: Multilingual Pre-training and Data Augmentation for the Classification of Toxicity in Social Media Comments Remi Calizzano author Malte Ostendorff author Georg Rehm author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication calizzano-etal-2021-dfki https://aclanthology.org/2021.germeval-1.4/ 2021-09 25 31 WLV-RIT at GermEval 2021: Multitask Learning with Transformers to Detect Toxic, Engaging, and Fact-Claiming Comments Skye Morgan author Tharindu Ranasinghe author Marcos Zampieri author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication morgan-etal-2021-wlv https://aclanthology.org/2021.germeval-1.5/ 2021-09 32 38 Precog-LTRC-IIITH at GermEval 2021: Ensembling Pre-Trained Language Models with Feature Engineering T H Arjun author Arvindh A. author Kumaraguru Ponnurangam author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication arjun-etal-2021-precog https://aclanthology.org/2021.germeval-1.6/ 2021-09 39 46 IRCologne at GermEval 2021: Toxicity Classification Fabian Haak author Björn Engelmann author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication haak-engelmann-2021-ircologne https://aclanthology.org/2021.germeval-1.7/ 2021-09 47 53 DeTox at GermEval 2021: Toxic Comment Classification Mina Schütz author Christoph Demus author Jonas Pitz author Nadine Probol author Melanie Siegel author Dirk Labudde author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication schutz-etal-2021-detox https://aclanthology.org/2021.germeval-1.8/ 2021-09 54 61 Universität Regensburg MaxS at GermEval 2021 Task 1: Synthetic Data in Toxic Comment Classification Maximilian Schmidhuber author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication schmidhuber-2021-universitat https://aclanthology.org/2021.germeval-1.9/ 2021-09 62 68 TUW-Inf at GermEval2021: Rule-based and Hybrid Methods for Detecting Toxic, Engaging, and Fact-Claiming Comments Kinga Gémes author Gábor Recski author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication gemes-recski-2021-tuw https://aclanthology.org/2021.germeval-1.10/ 2021-09 69 75 AIT_FHSTP at GermEval 2021: Automatic Fact Claiming Detection with Multilingual Transformer Models Jaqueline Böck author Daria Liakhovets author Mina Schütz author Armin Kirchknopf author Djordje Slijepčević author Matthias Zeppelzauer author Alexander Schindler author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication bock-etal-2021-ait https://aclanthology.org/2021.germeval-1.11/ 2021-09 76 82 ur-iw-hnt at GermEval 2021: An Ensembling Strategy with Multiple BERT Models Hoai Nam Tran author Udo Kruschwitz author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication tran-kruschwitz-2021-ur https://aclanthology.org/2021.germeval-1.12/ 2021-09 83 87 Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven Niclas Hildebrandt author Benedikt Boenninghoff author Dennis Orth author Christopher Schymura author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication hildebrandt-etal-2021-data https://aclanthology.org/2021.germeval-1.13/ 2021-09 88 94 UR@NLP_A_Team @ GermEval 2021: Ensemble-based Classification of Toxic, Engaging and Fact-Claiming Comments Kwabena Odame Akomeah author Udo Kruschwitz author Bernd Ludwig author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication akomeah-etal-2021-ur https://aclanthology.org/2021.germeval-1.14/ 2021-09 95 99 HunterSpeechLab at GermEval 2021: Does Your Comment Claim A Fact? Contextualized Embeddings for German Fact-Claiming Comment Classification Subhadarshi Panda author Sarah Ita Levitan author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication panda-levitan-2021-hunterspeechlab https://aclanthology.org/2021.germeval-1.15/ 2021-09 100 104 FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learning Tobias Bornheim author Niklas Grieger author Stephan Bialonski author 2021-09 text Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments Julian Risch editor Anke Stoll editor Lena Wilms editor Michael Wiegand editor Association for Computational Linguistics Duesseldorf, Germany conference publication bornheim-etal-2021-fhac https://aclanthology.org/2021.germeval-1.16/ 2021-09 105 111