2023
EMNLP
EMNLP 2023
UWB at Arabic Reverse Dictionary shared task: Computing the meaning of a gloss
Abstract
AbstractTo extract the ‘meaning’ of a gloss phrase, we build a list of sense-IDs for each word in the phrase which is in our vocabulary. We choose one sense-ID from each list so as to maximise similarity of all the IDs in the chosen subset. We take the meaning of the phrase in semantic space to be the weighted sum of the embedding vectors of the IDs.
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Interdisciplinary Bridge
— Knowledge & Reasoning and Machine Learning and Natural Language Processing
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Keyword Pioneer
— gloss interpretation
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio
Authors
Topics
Machine Learning > Core Methods > Embedding Learning
Natural Language Processing > Understanding > Semantic Analysis
Natural Language Processing > Applications > Information Retrieval
Natural Language Processing > Resources & Methods > Lexical Semantics
Knowledge & Reasoning > Representation > Knowledge Representation
Natural Language Processing > Applications > Natural Language Understanding