Jaime G. Carbonell
6 papers · 2007–2021 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver
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Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Resources & Methods
(1)
Keywords
active learning
(2)
text classification
(2)
transfer learning
(1)
domain adaptation
(1)
sentiment analysis
(1)
social media analysis
(1)
cross-lingual transfer
(1)
cross-lingual representation
(1)
named entity recognition
(1)
class imbalance
(1)
nearest neighbor
(1)
rare category detection
(1)
minority class detection
(1)
low-resource language
(1)
data mining
(1)
causal mechanism
(1)
invariant representation
(1)
bilingual lexicon induction
(1)
joint training
(1)
hate speech detection
(1)
Papers
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn?
NeurIPS 2021
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
ICLR 2020
Harnessing Code Switching to Transcend the Linguistic Barrier
IJCAI 2020
Voice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas
AAAI 2020
Combining Probability-Based Rankers for Action-Item Detection
NAACL 2007
Nearest-Neighbor-Based Active Learning for Rare Category Detection
NeurIPS 2007