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Computing Lexical Chains with Graph Clustering

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Figure

Figure 1. Lexical chains of different cohesive strength.
Figure 2. Clustering of a weak chain with ChineseWhispers.
Table 3. Kappa agreement on 7 newswire articles
Table 4 shows topical consistency between each pair of professional human indexers, as well as between the indexers and the two automatic approaches, baseline BL and the lexical chain algorithm LCA, averaged over 30 documents.The overall consistency between the human

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