2 papers
cs.LG2026
MetaLead: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning Experiments
Roelien C. Timmer, Necva Bölücü, Stephen Wan
Leaderboards are crucial in the machine learning (ML) domain for benchmarking and tracking progress. However, creating leaderboards traditionally demands significant manual effort.…
cs.CL2024
What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?
Wei Liu, Stephen Wan, Michael Strube
We consider an unanswered question in the discourse processing community: why do relation classifiers trained on explicit examples (with connectives removed) perform poorly in real…