Stance Detection Benchmark: How Robust Is Your Stance Detection?

6 January 2020

Papers citing "Stance Detection Benchmark: How Robust Is Your Stance Detection?"

32 / 32 papers shown

Title
Towards Transparent Stance Detection: A Zero-Shot Approach Using Implicit and Explicit Interpretability Apoorva Upadhyaya Wolfgang Nejdl M. Fisichella 8 0 0 05 Nov 2025
Simulating Society Requires Simulating Thought Chance Jiajie Li Jiayi Wu Zhenze Mo Ao Qu Yuhan Tang ... Jiangbo Yu Jinhua Zhao Paul Liang Luis Alonso Kent Larson LM&Ro LRM AI4CE 123 0 0 08 Jun 2025
Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation Pujan Paudel Mohammad Hammas Saeed Rebecca Auger Chris Wells Gianluca Stringhini 167 3 0 30 Jul 2024
Zero-shot Cross-lingual Stance Detection via Adversarial Language Adaptation A. Bharathi A. Zubiaga 151 0 0 22 Apr 2024
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study Myrthe Reuver Suzan Verberne Antske Fokkens 122 1 0 05 Apr 2024
Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance Rachith Aiyappa Shruthi Senthilmani Jisun An Haewoon Kwak Yong-Yeol Ahn 109 3 0 01 Mar 2024
Stanceosaurus 2.0: Classifying Stance Towards Russian and Spanish Misinformation Anton Lavrouk Ian Ligon Tarek Naous Jonathan Zheng Alan Ritter Wei Xu 118 1 0 06 Feb 2024
Robust Stance Detection: Understanding Public Perceptions in Social MediaInternational Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2023 Nayoung Kim David Mosallanezhad Lu Cheng M. Mancenido Huan Liu 137 1 0 26 Sep 2023
Multi-Task Learning Improves Performance In Deep Argument Mining ModelsWorkshop on Argument Mining (ArgMining), 2023 Amirhossein Farzam Shashank Shekhar Isaac Mehlhaff Marco Morucci 107 1 0 03 Jul 2023
Span Identification of Epistemic Stance-Taking in Academic Written EnglishWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023 Masaki Eguchi K. Kyle 77 7 0 03 Jun 2023
Examining Temporalities on Stance Detection towards COVID-19 VaccinationInternational Conference on Language Resources and Evaluation (LREC), 2023 Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 160 2 0 10 Apr 2023
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning Jianhua Yuan Yanyan Zhao Bing Qin 173 6 0 20 Dec 2022
Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation ThreadsIEEE Transactions on Computational Social Systems (IEEE TCSS), 2022 Yupeng Li Haorui He Shaonan Wang F. Lau Yunya Song 125 21 0 06 Nov 2022
Contextual information integration for stance detection via cross-attention Tilman Beck Andreas Waldis Iryna Gurevych 120 13 0 03 Nov 2022
Stanceosaurus: Classifying Stance Towards Multilingual MisinformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jonathan Zheng Ashutosh Baheti Tarek Naous Wei Xu Alan Ritter 156 15 0 28 Oct 2022
Stance Detection and Open Research Avenues D. Küçük Fazli Can 96 1 0 22 Oct 2022
Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit RecognitionWorkshop on Argument Mining (ArgMining), 2022 Jonathan Kamp Lisa Beinborn Antske Fokkens 95 0 0 29 Sep 2022
Catch Me If You Can: Deceiving Stance Detection and Geotagging Models to Protect Privacy of Individuals on TwitterInternational Conference on Web and Social Media (ICWSM), 2022 Dilara Doğan Bahadir Altun Muhammed Said Zengin Mucahid Kutlu Tamer Elsayed 99 3 0 23 Jul 2022
Diversity Over Size: On the Effect of Sample and Topic Sizes for Argument Mining DatasetsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Benjamin Schiller Johannes Daxenberger Iryna Gurevych 133 5 0 23 May 2022
The COVMis-Stance dataset: Stance Detection on Twitter for COVID-19 Misinformation Yanfang Hou P. V. D. Putten Suzan Verberne 151 11 0 05 Apr 2022
Robust Natural Language Processing: Recent Advances, Challenges, and Future DirectionsIEEE Access (IEEE Access), 2022 Marwan Omar Soohyeon Choi Daehun Nyang David A. Mohaisen 136 64 0 03 Jan 2022
Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study Myrthe Reuver Suzan Verberne R. Morante Antske Fokkens 132 17 0 14 Oct 2021
Multilingual Counter Narrative Type Classification Yi-Ling Chung Marco Guerini Rodrigo Agerri 594 17 0 28 Sep 2021
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection Matthew Matero Nikita Soni Niranjan Balasubramanian H. Andrew Schwartz 149 20 0 16 Sep 2021
Tribrid: Stance Classification with Neural Inconsistency Detection Song Yang Jacopo Urbani 78 7 0 14 Sep 2021
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 147 65 0 13 Sep 2021
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters Tilman Beck Bela Bohlender Christina Viehmann Vincent Hane Yanik Adamson Jaber Khuri Jonas Brossmann Jonas Pfeiffer Iryna Gurevych 123 16 0 18 Aug 2021
AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking Tariq Alhindi Amal Alabdulkarim A. Alshehri Muhammad Abdul-Mageed Preslav Nakov 121 27 0 28 Apr 2021
Cross-Domain Label-Adaptive Stance DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 149 78 0 15 Apr 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 288 147 0 27 Feb 2021
Multilingual Argument Mining: Datasets and Analysis Orith Toledo-Ronen Matan Orbach Yonatan Bilu Artem Spector Noam Slonim 122 41 0 13 Oct 2020
Linked Credibility Reviews for Explainable Misinformation DetectionInternational Workshop on the Semantic Web (SW), 2020 R. Denaux José Manuél Gómez-Pérez 94 24 0 28 Aug 2020