Papers › CTLR@WiC-TSV: Target Sense Verification using Marked Inputs andPre-trained Models
CTLR@WiC-TSV: Target Sense Verification using Marked Inputs andPre-trained Models
José G. Moreno, Elvys Linhares Pontes, Gaël Dias
This paper describes the CTRL participation in the Target Sense Verification of the Words in Context challenge (WiC-TSV) at SemDeep6. Our strategy is based on a simplistic annotation scheme of the target words to later be classified by well-known pre-trained neural models. In particular, the marker allows to include position information to help models to correctly identify the word to disambiguate. Results on the challenge show that our strategy outperforms other participants (+11, 4 Accuracy points) and strong baselines (+1, 7 Accuracy points).
Code
No code repository is listed for this paper in the archive or in Syntology's graph.
Code Syntology ran Syntology
Not run by Syntology. Nothing on this page verifies that the listed code works.
Tasks
1 archive task tag without a task page not shown.
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Entity Linking | WiC-TSV | CTLR | Task 1 Accuracy: all | 76.8 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 1 Accuracy: domain specific | 79.6 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 1 Accuracy: general purpose | 74.5 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 2 Accuracy: all | 72.7 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 2 Accuracy: domain specific | 81.5 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 2 Accuracy: general purpose | 65.6 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 3 Accuracy: all | 78.3 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 3 Accuracy: domain specific | 85.7 | #2 of 8 | Archive leaderboard | report |
| Entity Linking | WiC-TSV | CTLR | Task 3 Accuracy: general purpose | 72.1 | #2 of 8 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
Methods
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