Papers › Measuring the Evolution of a Scientific Field through Citation Frames
Measuring the Evolution of a Scientific Field through Citation Frames
David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky
Code
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Tasks
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Citation Intent Classification | ACL-ARC | Feature-rich Random Forest | Macro-F1 | 53.0 | #5 of 8 | Archive leaderboard | report |
| Citation Intent Classification | SciCite | Feature-Rich Random Forest | Macro-F1 | 82.6 | #8 of 8 | Archive leaderboard | report |
| Sentence Classification | ACL-ARC | Random Forest | F1 | 53.0 | #4 of 4 | Archive leaderboard | report |
| Sentence Classification | SciCite | Feature-Rich Random Forest | F1 | 79.6 | #4 of 5 | 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.
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