1 code implementation • SCiL 2021 • Katrin Erk, Aurelie Herbelot
In this paper, we derive a notion of 'word meaning in context' that characterizes meaning as both intensional and conceptual.
1 code implementation • EMNLP 2017 • Aurelie Herbelot, Marco Baroni
Distributional semantics models are known to struggle with small data.
no code implementations • JEPTALNRECITAL 2017 • Behrang Qasemizadeh, Laura Kallmeyer, Aurelie Herbelot
Non-Negative Randomized Word Embedding We propose a word embedding method which is based on a novel random projection technique.
no code implementations • ACL 2017 • Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurelie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi
In this paper, we aim to understand whether current language and vision (LaVi) models truly grasp the interaction between the two modalities.