Density Matrices for Metaphor Understanding

arXiv:2408.11846 · cs.CL · Submitted 2024-08-12 · Read on arXiv

cs.CL

Submitted: 2024-08-12

Updated: 2024-08-12

Terminology

• Embeddings — 9× in this paper · explained in 2 episodes
• Cosine Similarity — 5× in this paper · explained in 3 episodes
• Hilbert Space — 5× in this paper · explained in 2 episodes
• Objective Function — 2× in this paper · explained in 2 episodes
• Quantum Physics — 2× in this paper · explained in 10 episodes
• Semantic Similarity — 2× in this paper · explained in 2 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Annotator Agreement — 1× in this paper · explained in 1 episode
• Clustering — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes

Sources

• The Mathematics of Text Structure
• Meaning updating of density matrices
• Mathematical Foundations for a Compositional Distributional Model of Meaning
• Density Matrices with Metric for Derivational Ambiguity
• Cats climb entails mammals move: preserving hyponymy in compositional distributional semantics
• Distributed Representations of Words and Phrases and their Compositionality
• Conversational Negation using Worldly Context in Compositional Distributional Semantics
• Attention Is All You Need
• Ordering information on distributions

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