mlsanityData to 14 Oct 2026

ICPR 2024 Competition on Multilingual Claim-Span Identification

arXiv 2411.19579 ↗First posted 29 Nov 2024cs.CLcited by 0

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Abstract (arXiv)

A lot of claims are made in social media posts, which may contain misinformation or fake news. Hence, it is crucial to identify claims as a first step towards claim verification. Given the huge number of social media posts, the task of identifying claims needs to be automated. This competition deals with the task of 'Claim Span Identification' in which, given a text, parts / spans that correspond to claims are to be identified. This task is more challenging than the traditional binary classification of text into claim or not-claim, and requires state-of-the-art methods in Pattern Recognition, Natural Language Processing and Machine Learning. For this competition, we used a newly developed dataset called HECSI containing about 8K posts in English and about 8K posts in Hindi with claim-spans marked by human annotators. This paper gives an overview of the competition, and the solutions developed by the participating teams.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 12 of its 18 references that are in the map. First posted on arXiv 29 Nov 2024.

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12 of 18 references.

References · 12

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  11. 2021LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Contentcited by 22
  12. 2022CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccinescited by 16

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