Papers › Better Combine Them Together! Integrating Syntactic Constituency and Dependency...
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li, Donghong Ji
Code
Repository list and official/mentioned flags are the archive's, frozen 2025-07-28. Reachability, where shown, is from one Syntology probe window (2026-09-16 to 2026-09-18); repositories not probed show nothing. GitHub stars are not tracked.
Code Syntology ran Syntology
Not run by Syntology. Nothing on this page verifies that the listed code works.
Tasks
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Semantic Role Labeling | CoNLL 2005 | HeSyFu | F1 | 89.04 | #4 of 15 | Archive leaderboard | report |
| Semantic Role Labeling | CoNLL 2012 | HeSyFu | Avg. F1 | 88.59 | #1 of 1 | Archive leaderboard | report |
| Semantic Role Labeling | OntoNotes | HeSyFu | F1 | 88.59 | #1 of 17 | Archive leaderboard | report |
| Semantic Role Labeling (predicted predicates) | CoNLL 2012 | Fei et al. 2021 (HeSyFu) + RoBERTa | F1 | 88.59 | #1 of 7 | 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.
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