Few-Shot Stance Detection

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (7 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Infusing Knowledge from Wikipedia to Enhance Stance Detection
  8 Apr 2022 2 repositories listed
  Stance detection infers a text author's attitude towards a target.
• Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study
  5 Apr 2024 1 repository listed
  In this paper, we investigate the robustness of operationalization choices for few-shot stance detection, with special attention to modelling stance across different topics.
• Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning
  22 Mar 2024 1 repository listed
  We present Stance Reasoner, an approach to zero-shot stance detection on social media that leverages explicit reasoning over background knowledge to guide the model's inference about the document's stance on a target.
• Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection
  1 Oct 2022 1 repository listed
  Despite the significant progress on this task, it is extremely time-consuming and budget-unfriendly to collect sufficient high-quality labeled data for every new target under fully-supervised learning, whereas unlabeled…