Models of Modals

Autor: Ludovic De Cuypere, Mathieu Dehouck, Pascal Denis, Susanne Flach, Natalia Grabar, Cyril Grandin, Thierry Hamon, Clemens Hufeld, Benoît Leclercq, Hans-JörgVE Schmid, Bert Cappelle, Martin Hilpert

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2bb13b62e9efeabe9c2891a96987cc37
https://doi.org/10.1515/9783110734157

Models of Modals : From Pragmatics and Corpus Linguistics to Machine Learning

Autor: Ilse Depraetere, Bert Cappelle, Martin Hilpert, Ludovic De Cuypere, Mathieu Dehouck, Pascal Denis, Susanne Flach, Natalia Grabar, Cyril Grandin, Thierry Hamon, Clemens Hufeld, Benoît Leclercq, Hans-Jörg Schmid

Modal verbs in English communicate delicate shades of meaning, there being a large range of verbs both on the necessity side (must, have to, should, ought to, need, need to) and the possibility side (can, may, could, might, be able to). They therefor

Modal sense classification with task-specific context embeddings

Autor: Bo Li, Mathieu Dehouck, Pascal Denis

Publikováno v: ESANN 2019-27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
ESANN 2019-27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium
HAL

International audience; Sense disambiguation of modal constructions is a crucial part of natural language understanding. Framed as a supervised learning task, this problem heavily depends on an adequate feature representation of the modal verb contex

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::e07cc65f09fb47e56c54a07011c9902a
https://hal.science/hal-02143762

Facing the facts of fake: a distributional semantics and corpus annotation approach

Autor: Bert Cappelle, Mikaela Keller, Pascal Denis

Publikováno v: Yearbook of the German Cognitive Linguistics Association
Yearbook of the German Cognitive Linguistics Association, De Gruyter, 2018, 6 (9-42)
Yearbook of the German Cognitive Linguistics Association, 2018, 6 (9-42)

Fake is often considered the textbook example of a so-called ‘privative’ adjective, one which, in other words, allows the proposition that ‘(a) fake x is not (an) x’. This study tests the hypothesis that the contexts of an adjectivenoun combi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bcb195be75985890453f7f18cda10b4a
https://hal.archives-ouvertes.fr/hal-01959609

A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images

Autor: Bowen Zhang, Pascal Denis, Fei Sha, Melissa Ailem, Aurélien Bellet

Publikováno v: Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)
Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), 2018, Brussels, Belgium
EMNLP

International audience; Several recent studies have shown the benefits of combining language and perception to infer word embeddings. These multimodal approaches either simply combine pre-trained textual and visual representations (e.g. features extr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80e36c074ebf095a874cd5156f3e1d7b
https://hal.inria.fr/hal-01922985/file/emnlp18.pdf