Proceedings of the 8th Workshop on Argument Mining

Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor 2021-11 Association for Computational Linguistics Punta Cana, Dominican Republic text conference publication argmining-2021-argument https://aclanthology.org/2021.argmining-1.0/ Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate Muhammad Mahad Afzal Bhatti author Ahsan Suheer Ahmad author Joonsuk Park author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication bhatti-etal-2021-argument 10.18653/v1/2021.argmining-1.1 https://aclanthology.org/2021.argmining-1.1/ 2021-11 1 11 Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance Jan Wira Gotama Putra author Simone Teufel author Takenobu Tokunaga author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication putra-etal-2021-multi 10.18653/v1/2021.argmining-1.2 https://aclanthology.org/2021.argmining-1.2/ 2021-11 12 23 Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation Juri Opitz author Philipp Heinisch author Philipp Wiesenbach author Philipp Cimiano author Anette Frank author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication opitz-etal-2021-explainable 10.18653/v1/2021.argmining-1.3 https://aclanthology.org/2021.argmining-1.3/ 2021-11 24 35 Image Retrieval for Arguments Using Stance-Aware Query Expansion Johannes Kiesel author Nico Reichenbach author Benno Stein author Martin Potthast author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kiesel-etal-2021-image 10.18653/v1/2021.argmining-1.4 https://aclanthology.org/2021.argmining-1.4/ 2021-11 36 45 Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study Myrthe Reuver author Suzan Verberne author Roser Morante author Antske Fokkens author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication reuver-etal-2021-stance 10.18653/v1/2021.argmining-1.5 https://aclanthology.org/2021.argmining-1.5/ 2021-11 46 56 Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments Keshav Singh author Farjana Sultana Mim author Naoya Inoue author Shoichi Naito author Kentaro Inui author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication singh-etal-2021-exploring 10.18653/v1/2021.argmining-1.6 https://aclanthology.org/2021.argmining-1.6/ 2021-11 57 66 Assessing the Sufficiency of Arguments through Conclusion Generation Timon Gurcke author Milad Alshomary author Henning Wachsmuth author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication gurcke-etal-2021-assessing 10.18653/v1/2021.argmining-1.7 https://aclanthology.org/2021.argmining-1.7/ 2021-11 67 77 M-Arg: Multimodal Argument Mining Dataset for Political Debates with Audio and Transcripts Rafael Mestre author Razvan Milicin author Stuart E Middleton author Matt Ryan author Jiatong Zhu author Timothy J Norman author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication mestre-etal-2021-arg 10.18653/v1/2021.argmining-1.8 https://aclanthology.org/2021.argmining-1.8/ 2021-11 78 88 Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions? Julia Romberg author Stefan Conrad author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication romberg-conrad-2021-citizen 10.18653/v1/2021.argmining-1.9 https://aclanthology.org/2021.argmining-1.9/ 2021-11 89 99 Argumentation Mining in Scientific Literature for Sustainable Development Aris Fergadis author Dimitris Pappas author Antonia Karamolegkou author Haris Papageorgiou author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication fergadis-etal-2021-argumentation 10.18653/v1/2021.argmining-1.10 https://aclanthology.org/2021.argmining-1.10/ 2021-11 100 111 Bayesian Argumentation-Scheme Networks: A Probabilistic Model of Argument Validity Facilitated by Argumentation Schemes Takahiro Kondo author Koki Washio author Katsuhiko Hayashi author Yusuke Miyao author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kondo-etal-2021-bayesian 10.18653/v1/2021.argmining-1.11 https://aclanthology.org/2021.argmining-1.11/ 2021-11 112 124 Multilingual Counter Narrative Type Classification Yi-Ling Chung author Marco Guerini author Rodrigo Agerri author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication chung-etal-2021-multilingual 10.18653/v1/2021.argmining-1.12 https://aclanthology.org/2021.argmining-1.12/ 2021-11 125 132 Predicting Moderation of Deliberative Arguments: Is Argument Quality the Key? Neele Falk author Iman Jundi author Eva Maria Vecchi author Gabriella Lapesa author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication falk-etal-2021-predicting 10.18653/v1/2021.argmining-1.13 https://aclanthology.org/2021.argmining-1.13/ 2021-11 133 141 Self-trained Pretrained Language Models for Evidence Detection Mohamed Elaraby author Diane Litman author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication elaraby-litman-2021-self 10.18653/v1/2021.argmining-1.14 https://aclanthology.org/2021.argmining-1.14/ 2021-11 142 147 Multi-task Learning in Argument Mining for Persuasive Online Discussions Nhat Tran author Diane Litman author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication tran-litman-2021-multi 10.18653/v1/2021.argmining-1.15 https://aclanthology.org/2021.argmining-1.15/ 2021-11 148 153 Overview of the 2021 Key Point Analysis Shared Task Roni Friedman author Lena Dankin author Yufang Hou author Ranit Aharonov author Yoav Katz author Noam Slonim author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication friedman-etal-2021-overview 10.18653/v1/2021.argmining-1.16 https://aclanthology.org/2021.argmining-1.16/ 2021-11 154 164 Matching The Statements: A Simple and Accurate Model for Key Point Analysis Viet Hoang Phan author Tien Long Nguyen author Duc Long Nguyen author Ngoc Khanh Doan author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication phan-etal-2021-matching 10.18653/v1/2021.argmining-1.17 https://aclanthology.org/2021.argmining-1.17/ 2021-11 165 174 Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders Jan Heinrich Reimer author Thi Kim Hanh Luu author Max Henze author Yamen Ajjour author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication reimer-etal-2021-modern 10.18653/v1/2021.argmining-1.18 https://aclanthology.org/2021.argmining-1.18/ 2021-11 175 183 Key Point Analysis via Contrastive Learning and Extractive Argument Summarization Milad Alshomary author Timon Gurcke author Shahbaz Syed author Philipp Heinisch author Maximilian Spliethöver author Philipp Cimiano author Martin Potthast author Henning Wachsmuth author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication alshomary-etal-2021-key 10.18653/v1/2021.argmining-1.19 https://aclanthology.org/2021.argmining-1.19/ 2021-11 184 189 Key Point Matching with Transformers Emanuele Cosenza author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication cosenza-2021-key 10.18653/v1/2021.argmining-1.20 https://aclanthology.org/2021.argmining-1.20/ 2021-11 190 199 Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching Manav Kapadnis author Sohan Patnaik author Siba Panigrahi author Varun Madhavan author Abhilash Nandy author 2021-11 text Proceedings of the 8th Workshop on Argument Mining Khalid Al-Khatib editor Yufang Hou editor Manfred Stede editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kapadnis-etal-2021-team 10.18653/v1/2021.argmining-1.21 https://aclanthology.org/2021.argmining-1.21/ 2021-11 200 205