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
'20
'25
Papers (including subtopics)
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
NeurIPS 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token
EMNLP 2022
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction
EMNLP 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
NeurIPS 2022
Matching Learned Causal Effects of Neural Networks with Domain Priors
ICML 2022
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation
WACV 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
NAACL 2022
MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation
EMNLP 2022
Mean Estimation with User-level Privacy under Data Heterogeneity
NeurIPS 2022
Mean Nyström Embeddings for Adaptive Compressive Learning
AISTATS 2022
Measure and Improve Robustness in NLP Models: A Survey
NAACL 2022
Measurement Extraction with Natural Language Processing: A Review
EMNLP 2022
Measuring and Mitigating Name Biases in Neural Machine Translation
ACL 2022
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
NeurIPS 2022
Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract)
IJCAI 2022
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
NeurIPS 2022
Measuring Fairness of Text Classifiers via Prediction Sensitivity
ACL 2022
Measuring Geographic Performance Disparities of Offensive Language Classifiers
COLING 2022
Measuring Harmful Representations in Scandinavian Language Models
EMNLP 2022
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals
ACL 2022
Measuring Hidden Bias Within Face Recognition via Racial Phenotypes
WACV 2022
Measuring Presence of Women and Men as Information Sources in News
COLING 2022
Measuring Robustness for NLP
COLING 2022
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns
ACL 2022
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract)*
IJCAI 2022