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
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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
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Papers (including subtopics)
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion
NeurIPS 2022
Re-architecting Traffic Analysis with Neural Network Interface Cards
NSDI 2022
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
NeurIPS 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work
AACL 2022
Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution
NAACL 2022
Recommender Forest for Efficient Retrieval
NeurIPS 2022
Reconstructing Test Labels from Noisy Loss Functions
AISTATS 2022
Reconstructing Training Data From Diverse ML Models by Ensemble Inversion
WACV 2022
Reconstructing Training Data From Trained Neural Networks
NeurIPS 2022
Re-contextualizing Fairness in NLP: The Case of India
AACL 2022
Recovering Private Text in Federated Learning of Language Models
NeurIPS 2022
RecursiveMix: Mixed Learning with History
NeurIPS 2022
RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise
EMNLP 2022
Redistribution of Weights and Activations for AdderNet Quantization
NeurIPS 2022
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information
NAACL 2022
Reducing Domain mismatch in Self-supervised speech pre-training
Interspeech 2022
Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off
ICLR 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
Interspeech 2022
Reducing Offensive Replies in Open Domain Dialogue Systems
Interspeech 2022
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity
MLHC 2022
Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing
COLING 2022
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation
EMNLP 2022
Reference-Based Video Super-Resolution Using Multi-Camera Video Triplets
CVPR 2022
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality
EMNLP 2022
Reforming an Envy-Free Matching
AAAI 2022