Skip to content

Improve ESCO Coverage Using Bidirectional and Expanded Matching #386

@Abhi9206

Description

@Abhi9206

Description:

Enhance ESCO node coverage by implementing bidirectional and expanded matching strategies. While current results achieve full ONET coverage, ESCO coverage remains limited.

This task includes:

  • Implementing reciprocal matching (ONET → ESCO and ESCO → ONET)
  • Expanding candidate selection using higher TopK or adaptive thresholds
  • Analyzing unmatched ESCO nodes and identifying coverage gaps
  • Testing whether additional matching strategies improve ESCO representation without introducing noise

The objective is to increase ESCO coverage while maintaining high-quality semantic matches.

Metadata

Metadata

Assignees

Labels

Applied WorkApplied LAiSER researchBackend Dev.Building underlying LAiSER softwareenhancementNew feature or request

Type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions