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Multi-Label Agreement: A Flexible Framework for Inter-Annotator Reliability

Paper recorded by Signals 4 on 2026-10-27 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-27 on arXiv · recorded by Signals 4 on 2026-10-28

Category: cs.CL · 自然语言处理 · first seen 2026-10-28

Abstract

Reliable evaluation of inter-annotator agreement (IAA) is important for assessing the consistency of annotation processes. While established IAA metrics such as Cohen's kappa, Fleiss' kappa, and Krippendorff's alpha are commonly applied in single-label settings, multi-label tasks require additional decisions about how full label sets, joint selections, and joint omissions should be compared. In

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#133 most recent of 660 cs.CL papers we have recorded · ↑ newer: UCVE: Graph Structured Retrieval for Compliance Validation · ↓ older: Preserve to Expand: Source-Aware Adaptation and Model Merging for Mult
Cite this page: Multi-Label Agreement: A Flexible Framework for Inter-Annotator Reliability: the #133 most recent of 660 cs.CL papers we have recorded (as of 2026-10-27). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/multi-label-agreement-a-flexible-framework-for-inter-annotator-reliability.html
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