Papers with Frame Embeddings
FrameEOL: Semantic Frame Induction using Causal Language Models (2025.findings-emnlp)
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| Challenge: | Semantic frame induction is the task of clustering frame-evoking words according to the semantic frames they evoke. |
| Approach: | They propose a prompt-based method for obtaining Frame Embeddings that outputs One frame-name as a Label . |
| Outcome: | The proposed method outperforms existing methods on English and Japanese datasets. |