Mark Craven
6 papers · 2007–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🏃 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)
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