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Evaluating Question Answering Evaluation

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Figure

Figure 1: Examples where existing n-gram based met-rics fail to align with human judgements
Table 1: Examples for the datasets we use in our study. The # of QA Pairs column refers to the number of QA pairsin the training sets.
Table 2: Human Judgments and Metrics: Correlation between metrics and human judgments using Spearman’srho (ρ) and Kendall’s tau (τ) rank correlation coefficients

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