Sentence examples for document corpus from inspiring English sources

In this paper, we propose a parallel algorithm to infer topic hierarchies from a large scale document corpus.

In this system, literally everything the document corpus, the index, the query, and the results—were mediated.

Further we use the proposed algorithms to improve clustering capability of the standard NMF using the Reuter document corpus, a standard dataset in clustering research.

With your understanding of Boolean search techniques and your knowledge of how the document corpus you were searching was indexed, you would then craft a search for the computer to run.

The performance evaluation of two AMTEx configurations is measured against the current state-of-the-art, the MetaMap Transfer (MMTx) method in four experiments, using two types of corpora: a subset of MEDLINE (PMC) full document corpus and a subset of MEDLINE (OHSUMED) abstracts, for each of the indexing and retrieval tasks, respectively.

The empirical evaluation results show that the proposed LSI-based MLDC technique achieves satisfactory clustering effectiveness, measured by both cluster recall and cluster precision, and is capable of maintaining a good balance between monolingual and cross-lingual clustering effectiveness when clustering a multilingual document corpus.

A WWW search engine is used to extract FA word candidates from document corpora.

This project addresses the task of automatically detecting the influence structure and flow of ideas in document corpora that have grown over time (e.g. scientific literature, political debates, news, email, wikis, blogs).

Figure 6 combines the topic composition of all analysed documents and shows the distribution of topics for the combined document corpora.

For our analysis we were furthermore interested in the distribution of topics between the "citizen science" and "forest monitoring" document corpora.

Corpus-specific topics such as 39 ("remote sensing") or 27 ("citizen science") are located in the centre of the respective document cloud, confirming that they are largely exclusive to these document corpora.