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Found 5 papers, 1 papers with code
QA4IE: A Quality Assurance Tool for Information Extraction
In this paper we contribute QA4IE, a comprehensive QA tool for information extraction, which can (1) detect potential problems in text annotations in a timely manner, (2) accurately assess the quality of annotations, (3) visually display and summarize annotation discrepancies among annotation team members, (4) provide a comprehensive statistics report, and (5) support viewing of annotated documents interactively.
Estimating Agreement by Chance for Sequence Annotation
In the field of natural language processing, correction of performance assessment for chance agreement plays a crucial role in evaluating the reliability of annotations.
Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction
Event Temporal Relation Extraction (ETRE) is paramount but challenging.
Fast Resampling Weighted v-Statistics
In this paper, a novel, computationally fast, and alternative algorithm for com- puting weighted v-statistics in resampling both univariate and multivariate data is proposed.
Efficient Moments-based Permutation Tests
In this paper, we develop an efficient moments-based permutation test approach to improve the system’s efficiency by approximating the permutation distribution of the test statistic with Pearson distribution series.
