Methods › Natural Language Processing › Relation Extraction Models › Partition Filter Network
Partition Filter Network
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Partition Filter Network is a framework designed specifically for joint entity and relation extraction. The framework consists of three components: partition filter encoder, NER unit and RE unit. In task units, we use table-filling for word pair prediction. Orange, yellow and green represents NER-related, shared and RE-related component or features. (b) Detailed depiction of partition filter encoder in one single time step. We decompose feature encoding into two steps: partition and filter (shown in the gray area). In partition, we first segment neurons into two task partitions and one shared partition. Then in filter, partitions are selected and combined to form task-specific features and shared features, filtering out information irrelevant to each task.
Papers archive 2025-07-28
2 shown of 2, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Automated Supervised Feature Selection for Differentiated Patterns of Care 5 Nov 2021 · 0 repositories · arXiv:2111.03495
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A Partition Filter Network for Joint Entity and Relation Extraction 27 Aug 2021 · 1 repository · arXiv:2108.12202Syntology ran 5 of 7 samples · 2 unverified
Tasks archive 2025-07-28
6 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Joint Entity and Relation Extraction | 1 |
| Relation | 1 |
| Relation Extraction | 1 |
| Relation Prediction | 1 |
| Representation Learning | 1 |
| feature selection | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections