Papers with keyphrase selection
Unsupervised Keyphrase Extraction with Multipartite Graphs (N18-2)
Copied to clipboard
| Challenge: | Recent years have witnessed a resurgence of interest in automatic keyphrase extraction. |
| Approach: | They propose an unsupervised keyphrase extraction model that encodes topical information within a multipartite graph structure. |
| Outcome: | The proposed model improves on three widely used datasets. |
One2Set + Large Language Model: Best Partners for Keyphrase Generation (2024.emnlp-main)
Copied to clipboard
| Challenge: | Existing selection methods make redundant selections, causing poor recall and accuracy. |
| Approach: | They propose a framework to generate keyphrases from a one2set-based model and an LLM as selector. |
| Outcome: | The proposed framework surpasses state-of-the-art models in absent keyphrase prediction. |