ContrastWSD: Enhancing Metaphor Detection with Word Sense Disambiguation Following the Metaphor Identification Procedure

arXiv:2309.03103 · cs.CL, cs.LG · Submitted 2023-09-06 · Read on arXiv

cs.CL, cs.LG

Submitted: 2023-09-06

Updated: 2024-03-23

Code: https://github.com/melzohbi/ContrastWSD

Terminology

• Embeddings — 10× in this paper · explained in 2 episodes
• Metaphor Identification Procedure — 9× in this paper
• Word Sense Disambiguation — 8× in this paper
• Benchmark — 5× in this paper · explained in 2 episodes
• Transformer — 5× in this paper · explained in 2 episodes
• Knowledge Graph — 4× in this paper · explained in 7 episodes
• Alignment — 3× in this paper · explained in 1 episode
• Data Augmentation — 3× in this paper · explained in 7 episodes
• Metaphorical Polysemy Detection — 2× in this paper
• Natural Language Processing — 2× in this paper
• Clustering — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Cosine Similarity — 1× in this paper · explained in 3 episodes
• Feature Engineering — 1× in this paper · explained in 3 episodes
• Graph Construction — 1× in this paper · explained in 3 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Semantic Gap — 1× in this paper · explained in 2 episodes

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