adjective-noun
Using Learner Data to Improve Error Correction in Adjective–Noun Combinations
... In this paper, we have addressed error correction in adjective–noun combinations in learner writing us- ing three publicly available datasets. In particular, we have explored different ways to construct the ...
10
A semantic affective compositional approach for the affective labelling of adjective noun and noun noun pairs
... Motivated by recent advances in the area of Compo- sitional Distributional Semantic Models (CDSMs), we propose a compositional approach for estimating continuous affective ratings for adjective-noun (AN) ...
7
Semantic Modelling of Adjective Noun Collocations Using FrameNet
... of adjective-noun col- ...a noun in terms of Frame El- ...of adjective- noun collocations from German such as en- ger Freund ‘close friend’ and starker Re- gen ‘heavy ...
10
Exploring Supervised LDA Models for Assigning Attributes to Adjective Noun Phrases
... for document collections. Each document is repre- sented as a mixture over latent topics, where each topic is a probability distribution over words (Blei et al., 2003). These topics can be used as dense fea- tures for, ...
12
Leveraging Adjective Noun Phrasing Knowledge for Comparison Relation Prediction in Text to SQL
... the noun synonyms and adjective antonyms from WordNet (Miller, 1995) to cluster the adjective- noun ...distinct adjective-noun pairs, which cover about ...the adjective- ...
6
Integrating Type Theory and Distributional Semantics: A Case Study on Adjective–Noun Compositions
... an adjective (A) noun (N) combination, A ⊗ N, there is no projection to A and ...an adjective– noun combination is more complex than a simple (tensor) product of the adjective and ...
23
Clustering of Russian Adjective Noun Constructions using Word Embeddings
... This paper presents a method of automatic construction extraction from a large cor- pus of Russian. The term ‘construction’ here means a multi-word expression in which a variable can be replaced with an- other word from ...
11
Unsupervised Induction of Compositional Types for English Adjective Noun Pairs
... We hypothesize that the selectional restrictions of A+N pairs result from the attribute-value structures of the involved concepts, and that a clustering based on such A+N pairs may provide insights into these structures. ...
8
Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective Noun Phrases
... The paper addresses the classification of iso- lated Polish adjective-noun phrases according to their metaphoricity. We tested neural net- works to predict if a phrase has a literal or metaphorical sense or ...
7
Intensionality was only alleged: On adjective noun composition in distributional semantics
... the noun and/or adjective vectors. Thus, the result is “adjective- like” and/or ...the adjective and noun ...observed, adjective-noun composition is often not a feature ...
11
Identification of Adjective Noun Neologisms using Pretrained Language Models
... unique adjective-noun pairs, which again were identified by part-of-speech tagging with NLTK, and then filtered out all those pairs, which are already in ...
7
Nouns are Vectors, Adjectives are Matrices: Representing Adjective Noun Constructions in Semantic Space
... on adjective-noun combinations (AN), is to use the co- occurrence vectors of observed ANs to train a su- pervised composition model (we became aware of Guevara’s approach after we had developed our own ...
11
A Regression Model of Adjective Noun Compositionality in Distributional Semantics
... We use a general-purpose vector space extracted from the British National Corpus. We used the Infomap software to collect co-occurrence statis- tics for lemmas within a rectangular 5L–5R win- dow. The corpus was ...
5
A Structured Vector Space Model for Hidden Attribute Meaning in Adjective Noun Phrases
... of adjective and noun vec- tors when considered ...the adjective and the noun (upper part); by composing these repre- sentations, the ambiguity is resolved (lower ...
9
Quantitative modeling of the neural representation of adjective noun phrases to account for fMRI activation
... Recent advances in functional Magnetic Resonance Imaging (fMRI) offer a significant new approach to studying semantic represen- tations in humans by making it possible to di- rectly observe brain activity while people ...
9
“House-High Favourites?” – A Contrastive Analysis of Adjective-Noun Collocations in German and English
... German adjective-noun combinations will not cause any major troubles, when regarded interlingually, in a bilingual framework, since both of the languages in question have adjectives in attributive position ...
8
Unsupervised Detection of Metaphorical Adjective Noun Pairs
... from Adjective-Noun pairs for classifying them into two disjoint ...with adjective- noun pairs of a popular dataset annotated for metaphors and obtained an accuracy of ...
5
“Deep” Learning : Detecting Metaphoricity in Adjective Noun Pairs
... in Adjective-Noun ...representing adjective noun pairs, and b) a neural network as a model of composition that predicts a metaphoricity score as out- ...
10
‘Calling on the classical phone’: a distributional model of adjective noun errors in learners’ English
... on adjective–noun (AN) ...individual adjective classes, concluding that a class- dependent approach is beneficial to the task; (3) discuss the data size bottleneck in this area, and highlight the ...
11
Determinants of Adjective Noun Plausibility
... We correlated rated plausibility Plaus with the following five corpus-based variables: 1 log- transformed co-occurrence frequency CoocF, mea- sured as the number o f times the adjective-[r] ...
7