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Publications (129)

1Automatic generation of interpassage links based on semantic similarityto a query based on some criterion, such as BM25 or cosine similarity (Manning et al., 2008). Similar criteria have also been...

2Simple and Efficient Algorithm for Approximate Dictionary Matching2010  Naoaki Okazaki,Jun’ichi Tsujiithe string collection of Google Web1T unigrams (with cosine similarity and threshold 0.7). 1 Introduction Languages are ...

3Citation Summarization Through Keyphrase Extractionpaper, this method does not need to calculate the full cosine similarity matrix for a document cluster, which is the most time...

4Word Sense Disambiguation using Static and Dynamic Sense Vectors2002  JongHoon Oh,KeySun Choiselective sampling”. This automatization is based on cosine similarity for the selection. For a given target word and its...

5A UtilityDriven Approach to Question Ranking in Social QA2010  Razvan Bunescu,Yunfeng Huanggroup. and other online repositories that have a high cosine similarity with the reference question. Due to the significant...

6Update Summarization Based on CoRanking with Constraints2012  Xiaojun Wanin SA. Each entry in the matrix corresponds to the cosine similarity between two sentences, and we let MAii =0. Then MA...

7Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to MultiDocument Summarizationsentence and each cluster can be calculated as the cosine similarity between them, i.e., ∑∑ ∑ == == K l C K l i K...

8On the Effectiveness of using Sentence Compression Models for QueryFocused MultiDocument Summarization2012  Yllias Chali,Sadid A. Hasanon different sentence similarity measures using a) cosine similarity, b) syntactic similarity, c) semantic similarity, and...

9Multilevel Bootstrapping For Extracting Parallel Sentences From a QuasiComparable Corpus2004  Pascale Fung,Percy Cheungand cosine similarity. Examples of sentence similarity computation include word overlap count, cosine similarity, and...

10Metric Learning for Synonym Acquisitionseven similarity/distance functions in our experiments: cosine similarity, Euclidean distance, Manhattan distance, Jaccard coefficient...