Word Sense Disambiguation using Static and Dynamic Sense Vectors

Neural Semantic Role Labeling using Verb Sense Disambiguation.. Domenico Alfano

In our approach we thus rely on a) Sense tagged corpora to obtain contextualized sense representations. The objec- tive of which is to capture sense relations and interactions

More particularly, the proposed system employs the Simplified Lesk algorithm for the WSD process, employs a dictionary in Arabic to select the best word senses of

In this paper, we presented and described the typical use of the Web interface and Java RESTful API of our state-of-the-art system for multilingual Word Sense Disambiguation and

Table 2 displays for each of the target words studied the optimal context size and the disambiguation precision obtained by the best unigram, bigram and trigram-based criteria..

– EsEn1stTopsBestSense500Docs: translated terms in topics (from Spanish to En- glish); both original and expanded terms of 100 concepts, using best sense for initializing the

• weather was correctly understood as the weather concept. Although the disambiguation was incorrect, WSD was as good as LEM because the "encoding" was the same in the

Accuracy of the LSA-based expansion PageRank model, as compared with theP P R standard and word oriented (w2w) versions of the personalized PageRank over the Evalita 2007