Chunking of Contiguous Nouns using Noun Semantic Classes

Noun Phrases Without Nouns

However, there are also many languages in which it is possible to have noun phrases in which there is no noun or pronoun, in which the only constituents of the noun phrase are words that otherwise occur as modifiers of nouns. For example, in the example in (1) from Nkore-Kiga, a Bantu language spoken in Uganda, the subject omuto ‘young’ is a word that normally functions in the language as an ad...

Experiments in German Noun Chunking

Automatic Evaluation Method for Machine Translation Using Noun-Phrase Chunking

As described in this paper, we propose a new automatic evaluation method for machine translation using noun-phrase chunking. Our method correctly determines the matching words between two sentences using corresponding noun phrases. Moreover, our method determines the similarity between two sentences in terms of the noun-phrase order of appearance. Evaluation experiments were conducted to calcul...

Noun Phrase Chunking for Marathi using Distant Supervision

Information Extraction from Indian languages requires effective shallow parsing, especially identification of “meaningful” noun phrases. Particularly, for an agglutinative and free word order language like Marathi, this problem is quite challenging. We model this task of extracting noun phrases as a sequence labelling problem. A Distant Supervision framework is used to automatically create a la...

Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space

We propose an approach to adjective-noun composition (AN) for corpus-based distributional semantics that, building on insights from theoretical linguistics, represents nouns as vectors and adjectives as data-induced (linear) functions (encoded as matrices) over nominal vectors. Our model significantly outperforms the rivals on the task of reconstructing AN vectors not seen in training. A small ...