← Authors

Mark Craven

6 papers · 2007–2022 · 4 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (15) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏆 Keyword Champion 📈 Trend Setter 🚀 Conference Pioneer

Conferences

AAAI (2) CONLL (2) EMNLP (1) NIPS (1)

Top co-authors

Andreas Vlachos (2) Akshay Sood (2) Burr Settles (2) Kyubin Lee (1) Soumya Ray (1)

Keywords

feature importance (2) hypothesis testing (2) multiple instance learning (1) instance labeling (1) bag level supervision (1) query selection (1) active query selection (1) bag-level labels (1) mixed granularity supervision (1) long short-term memory (1) black box model (1) random forest (1) permutation importance (1) temporal model (1) active learning (1) model agnostic (1) false discovery rate (1)

Papers

Feature Importance Explanations for Temporal Black-Box Models AAAI 2022
Understanding Learned Models by Identifying Important Features at the Right Resolution AAAI 2019
Search-based Structured Prediction applied to Biomedical Event Extraction CONLL 2011
Detecting Speculative Language Using Syntactic Dependencies and Logistic Regression CONLL 2010
An Analysis of Active Learning Strategies for Sequence Labeling Tasks EMNLP 2008
Multiple-Instance Active Learning NIPS 2007