Mark Craven
6 papers · 2007–2022 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Full ๐ฃ Hot Topic Early Bird ๐ฑ Topic Pioneer ๐ Keyword Champion
๐งญ
Keyword Pioneer
๐
Trend Setter
๐
Conference Pioneer
Venues
Research topics
Keywords
hypothesis testing
(2)
feature importance
(2)
text classification
(1)
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)
model agnostic
(1)
active learning
(1)
content-based image recognition
(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
NeurIPS 2007