most citedInvestigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study

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cs.CL2024★ 1 cited

Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study

Myrthe Reuver, Suzan Verberne, Antske Fokkens

For a viewpoint-diverse news recommender, identifying whether two news articles express the same viewpoint is essential. One way to determine "same or different" viewpoint is stanc…

cs.CL2021

Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study

Myrthe Reuver, Suzan Verberne, Roser Morante +1

Cross-topic stance detection is the task to automatically detect stances (pro, against, or neutral) on unseen topics. We successfully reproduce state-of-the-art cross-topic stance…