Stance Detection Benchmark: How Robust Is Your Stance Detection?

6 January 2020

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

34 / 34 papers shown

Title
Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation Pujan Paudel Mohammad Hammas Saeed Rebecca Auger Chris Wells Gianluca Stringhini 75 1 0 30 Jul 2024
Zero-shot Cross-lingual Stance Detection via Adversarial Language Adaptation A. Bharathi A. Zubiaga 35 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 40 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 29 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-ping Xu 32 0 0 06 Feb 2024
Robust Stance Detection: Understanding Public Perceptions in Social Media Nayoung Kim David Mosallanezhad Lu Cheng M. Mancenido Huan Liu 18 1 0 26 Sep 2023
Multi-Task Learning Improves Performance In Deep Argument Mining Models Amirhossein Farzam Shashank Shekhar Isaac Mehlhaff Marco Morucci 23 1 0 03 Jul 2023
Span Identification of Epistemic Stance-Taking in Academic Written English Masaki Eguchi K. Kyle 11 5 0 03 Jun 2023
Examining Temporalities on Stance Detection towards COVID-19 Vaccination Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 38 2 0 10 Apr 2023
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning Jianhua Yuan Yanyan Zhao Bing Qin 47 4 0 20 Dec 2022
Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation Threads Yupeng Li Haorui He Shaonan Wang F. Lau Yunya Song 28 15 0 06 Nov 2022
Contextual information integration for stance detection via cross-attention Tilman Beck Andreas Waldis Iryna Gurevych 16 12 0 03 Nov 2022
Stanceosaurus: Classifying Stance Towards Multilingual Misinformation Jonathan Zheng Ashutosh Baheti Tarek Naous Wei-ping Xu Alan Ritter 33 12 0 28 Oct 2022
Stance Detection and Open Research Avenues D. Küçük Fazli Can 29 1 0 22 Oct 2022
Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition Jonathan Kamp Lisa Beinborn Antske Fokkens 15 0 0 29 Sep 2022
Catch Me If You Can: Deceiving Stance Detection and Geotagging Models to Protect Privacy of Individuals on Twitter Dilara Doğan Bahadir Altun Muhammed Said Zengin Mucahid Kutlu Tamer Elsayed 21 2 0 23 Jul 2022
Diversity Over Size: On the Effect of Sample and Topic Sizes for Argument Mining Datasets Benjamin Schiller Johannes Daxenberger Iryna Gurevych 28 1 0 23 May 2022
The COVMis-Stance dataset: Stance Detection on Twitter for COVID-19 Misinformation Yanfang Hou P. V. D. Putten Suzan Verberne 33 9 0 05 Apr 2022
Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions Marwan Omar Soohyeon Choi Daehun Nyang David A. Mohaisen 32 57 0 03 Jan 2022
Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study Myrthe Reuver Suzan Verberne R. Morante Antske Fokkens 43 17 0 14 Oct 2021
Multilingual Counter Narrative Type Classification Yi-Ling Chung Marco Guerini Rodrigo Agerri 125 15 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. A. Schwartz 35 21 0 16 Sep 2021
Tribrid: Stance Classification with Neural Inconsistency Detection Song Yang Jacopo Urbani 14 6 0 14 Sep 2021
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 30 58 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 21 15 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 11 26 0 28 Apr 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 30 72 0 15 Apr 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 111 133 0 27 Feb 2021
Multilingual Argument Mining: Datasets and Analysis Orith Toledo-Ronen Matan Orbach Yonatan Bilu Artem Spector Noam Slonim 31 34 0 13 Oct 2020
Linked Credibility Reviews for Explainable Misinformation Detection R. Denaux José Manuél Gómez-Pérez 13 24 0 28 Aug 2020
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 320 0 21 Aug 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,984 0 20 Apr 2018
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016