From word to sense embeddings: A survey on vector representations of meaning

J Camacho-Collados, MT Pilehvar - Journal of Artificial Intelligence …, 2018 - jair.org
Over the past years, distributed semantic representations have proved to be effective and
flexible keepers of prior knowledge to be integrated into downstream applications. This …

Data-driven identification of idioms in song lyrics

M Amin, P Fankhauser, M Kupietz… - Proceedings of the 17th …, 2021 - aclanthology.org
The automatic recognition of idioms poses a challenging problem for NLP applications.
Whereas native speakers can intuitively handle multiword expressions whose compositional …

Killing four birds with two stones: Multi-task learning for non-literal language detection

EL Do Dinh, S Eger, I Gurevych - Proceedings of the 27th …, 2018 - aclanthology.org
Non-literal language phenomena such as idioms or metaphors are commonly studied in
isolation from each other in NLP. However, often similar definitions and features are being …

[PDF][PDF] Metaphor detection for german poetry

I Reinig, I Rehbein - … proceedings of the 15th Conference on …, 2019 - ids-pub.bsz-bw.de
This paper presents first steps towards metaphor detection in German poetry, in particular in
expressionist poems. We create a dataset with adjective-noun pairs extracted from …

Assessing meaning components in German complex verbs: A collection of source-target domains and directionality

SS im Walde, M Köper… - Proceedings of the seventh …, 2018 - aclanthology.org
This paper presents a collection to assess meaning components in German complex verbs,
which frequently undergo meaning shifts. We use a novel strategy to obtain source and …

Shallow context analysis for german idiom detection

M Amin, P Fankhauser, M Kupietz… - Proceedings of the …, 2021 - ids-pub.bsz-bw.de
In order to differentiate between figurative and literal usage of verb-noun combinations for
the shared task on the disambiguation of German Verbal Idioms issued for KONVENS 2021 …

One size fits all? A simple LSTM for non-literal token and construction-level classification

EL Do Dinh, S Eger, I Gurevych - Proceedings of the second joint …, 2018 - aclanthology.org
In this paper, we tackle four different tasks of non-literal language classification: token and
construction level metaphor detection, classification of idiomatic use of infinitive-verb …

[PDF][PDF] Computational approaches for German particle verbs: compositionality, sense discrimination and non-literal language

M Köper - 2018 - scholar.archive.org
Anfangen (to start) is a German particle verb. Consisting of two parts, a base verb (“fangen”)
and particle (“an”), with potentially many or no intervening words in a sentence, particle …

A bigger fish to fry: Scaling up the automatic understanding of idiomatic expressions

H Haagsma - 2020 - research.rug.nl
University of Groningen A Bigger Fish to Fry Haagsma, Hessel Page 1 University of
Groningen A Bigger Fish to Fry Haagsma, Hessel DOI: 10.33612/diss.131057087 …

[PDF][PDF] Constituents in multiword expressions: What is their role, and why do we care?

S Schulte im Walde, E Smolka - 2020 - library.oapen.org
The processing and representation of multiword expressions (MWEs), ranging from noun
compounds (such as nickname in English and Ohrwurm in German) to complex verbs (such …