Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
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'25
Papers (including subtopics)
Optimizing Transformer for Low-Resource Neural Machine Translation
COLING 2020
Optimizing Word Segmentation for Downstream Task
EMNLP 2020
OptStream: Releasing Time Series Privately (Extended Abstract)
IJCAI 2020
OpusFilter: A Configurable Parallel Corpus Filtering Toolbox
ACL 2020
Oracle Efficient Private Non-Convex Optimization
ICML 2020
Orchard: Differentially Private Analytics at Scale
OSDI 2020
Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search
CVPR 2020
OrganITE: Optimal transplant donor organ offering using an individual treatment effect
NeurIPS 2020
Outlier Detection Ensemble with Embedded Feature Selection
AAAI 2020
Out of the Echo Chamber: Detecting Countering Debate Speeches
ACL 2020
Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax
CVPR 2020
Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations
IJCAI 2020
Overlearning Reveals Sensitive Attributes
ICLR 2020
Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children’s Speech
Interspeech 2020
Overview of the SustaiNLP 2020 Shared Task
EMNLP 2020
OVL: One-View Learning for Human Retrieval
AAAI 2020
Oxymorons: a preliminary corpus investigation
ACL 2020
PAC-Bayesian Bound for the Conditional Value at Risk
NeurIPS 2020
PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy
OSDI 2020
PAC learning with stable and private predictions
COLT 2020
Pairwise Fairness for Ranking and Regression
AAAI 2020
Pairwise Learning with Differential Privacy Guarantees
AAAI 2020
Pan-Private Uniformity Testing
COLT 2020
ParaCrawl: Web-Scale Acquisition of Parallel Corpora
ACL 2020
Parallel Data Augmentation for Formality Style Transfer
ACL 2020