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
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'25
Papers (including subtopics)
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition
Interspeech 2020
SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain
EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models
EMNLP 2020
Supermasks in Superposition
NeurIPS 2020
Supervised Domain Adaptation for Text-Independent Speaker Verification Using Limited Data
Interspeech 2020
Surfacing Privacy Settings Using Semantic Matching
EMNLP 2020
Surfboard: Audio Feature Extraction for Modern Machine Learning
Interspeech 2020
SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving
CVPR 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
Interspeech 2020
Swimming with the Tide? Positional Claim Detection across Political Text Types
EMNLP 2020
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes
CVPR 2020
Synbols: Probing Learning Algorithms with Synthetic Datasets
NeurIPS 2020
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction
COLING 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics
ACL 2020
Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis
NeurIPS 2020
Synthesizing Aspect-Driven Recommendation Explanations from Reviews
IJCAI 2020
Synthetic Data Generators -- Sequential and Private
NeurIPS 2020
Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild
AAAI 2020
Synthetic Examples Improve Generalization for Rare Classes
WACV 2020
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts
EMNLP 2020
Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context
AAAI 2020
Task-Oriented Feature Distillation
NeurIPS 2020
T-Basis: a Compact Representation for Neural Networks
ICML 2020
TBT: Targeted Neural Network Attack With Bit Trojan
CVPR 2020
Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem
IJCAI 2020