📰 Workshop on Argument Mining 2021 — accepted papers

Workshop on Argument Mining 2021 is the 2021 edition of the Workshop on Argument Mining, held in Punta Cana, Dominican Republic, November 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 21 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. M-Arg: Multimodal Argument Mining Dataset for Political Debates with Audio and Transcripts ↗Rafael Mestre, Razvan Milicin, Stuart E. Middleton et al.19 citations
2. Argumentation Mining in Scientific Literature for Sustainable Development ↗Aris Fergadis, Dimitris Pappas, Antonia Karamolegkou et al.14 citations
3. Overview of the 2021 Key Point Analysis Shared Task ↗Roni Friedman, Lena Dankin, Yufang Hou et al.12 citations
4. Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction StudyMyrthe Reuver, Suzan Verberne, Roser Morante et al.11 citations · our summary
5. Assessing the Sufficiency of Arguments through Conclusion Generation ↗Timon Gurcke, Milad Alshomary, Henning Wachsmuth10 citations
6. Key Point Analysis via Contrastive Learning and Extractive Argument Summarization ↗Milad Alshomary, Timon Gurcke, Shahbaz Syed et al.8 citations
7. Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate ↗Muhammad Mahad Afzal Bhatti, Ahsan Suheer Ahmad, Joonsuk Park7 citations
8. Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance ↗Jan Wira Gotama Putra, Simone Teufel, Takenobu Tokunaga7 citations
9. Image Retrieval for Arguments Using Stance-Aware Query Expansion ↗Johannes Kiesel, Nico Reichenbach, Benno Stein et al.5 citations
10. Multi-task Learning in Argument Mining for Persuasive Online Discussions ↗Nhat Tran, Diane Litman5 citations

All accepted papers (21)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. M-Arg: Multimodal Argument Mining Dataset for Political Debates with Audio and Transcripts ↗Rafael Mestre, Razvan Milicin, Stuart E. Middleton et al.19 citations
2. Argumentation Mining in Scientific Literature for Sustainable Development ↗Aris Fergadis, Dimitris Pappas, Antonia Karamolegkou et al.14 citations
3. Overview of the 2021 Key Point Analysis Shared Task ↗Roni Friedman, Lena Dankin, Yufang Hou et al.12 citations
4. Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction StudyMyrthe Reuver, Suzan Verberne, Roser Morante et al.11 citations · our summary
5. Assessing the Sufficiency of Arguments through Conclusion Generation ↗Timon Gurcke, Milad Alshomary, Henning Wachsmuth10 citations
6. Key Point Analysis via Contrastive Learning and Extractive Argument Summarization ↗Milad Alshomary, Timon Gurcke, Shahbaz Syed et al.8 citations
7. Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate ↗Muhammad Mahad Afzal Bhatti, Ahsan Suheer Ahmad, Joonsuk Park7 citations
8. Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance ↗Jan Wira Gotama Putra, Simone Teufel, Takenobu Tokunaga7 citations
9. Image Retrieval for Arguments Using Stance-Aware Query Expansion ↗Johannes Kiesel, Nico Reichenbach, Benno Stein et al.5 citations
10. Multi-task Learning in Argument Mining for Persuasive Online Discussions ↗Nhat Tran, Diane Litman5 citations
11. Multilingual Counter Narrative Type Classification ↗Yi-Ling Chung, Marco Guerini, Rodrigo Agerri5 citations
12. Bayesian Argumentation-Scheme Networks: A Probabilistic Model of Argument Validity Facilitated by Argumentation Schemes ↗Takahiro Kondo, Koki Washio, Katsuhiko Hayashi et al.4 citations
13. Citizen Involvement in Urban Planning - How Can Municipalities Be Supported in Evaluating Public Participation Processes for Mobility Transitions? ↗Julia Romberg, Stefan Conrad4 citations
14. Predicting Moderation of Deliberative Arguments: Is Argument Quality the Key? ↗Neele Falk, Iman Jundi, Eva Maria Vecchi et al.4 citations
15. Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation ↗Juri Opitz, Philipp Heinisch, Philipp Wiesenbach et al.3 citations
16. Matching The Statements: A Simple and Accurate Model for Key Point Analysis ↗Viet Hoang Phan, Tien Long Nguyen, Duc Long Nguyen et al.3 citations
17. Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders ↗Jan Heinrich Reimer, Thi Kim Hanh Luu, Max Henze et al.3 citations
18. Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments ↗Keshav Singh, Farjana Sultana Mim, Naoya Inoue et al.2 citations
19. Key Point Matching with Transformers ↗Emanuele Cosenza2 citations
20. Self-trained Pretrained Language Models for Evidence Detection ↗Mohamed Elaraby, Diane Litman
21. Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching ↗Manav Nitin Kapadnis, Sohan Patnaik, Siba Smarak Panigrahi et al.

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction StudyWorkshop on Argument MiningMyrthe Reuver, Suzan Verberne, Roser Morante, et al.2021 · 21 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

😊Sentiment & emotion (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Leiden UniversityLeiden · Netherlands1 work here🎓Eindhoven University of TechnologyEindhoven · Netherlands1 work here🎓Vrije Universiteit AmsterdamAmsterdam · Netherlands1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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