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)
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
ICML 2020
Simple and Effective Regularization Methods for Training on Noisily Labeled Data with Generalization Guarantee
ICLR 2020
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
EMNLP 2020
Simplify-Then-Translate: Automatic Preprocessing for Black-Box Translation
AAAI 2020
Simulated multiple reference training improves low-resource machine translation
EMNLP 2020
Simulator Calibration under Covariate Shift with Kernels
AISTATS 2020
SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation
EMNLP 2020
SimulSpeech: End-to-End Simultaneous Speech to Text Translation
ACL 2020
Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification
AAAI 2020
Simultaneous Preference and Metric Learning from Paired Comparisons
NeurIPS 2020
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder
WACV 2020
Single-Channel Blind Direct-to-Reverberation Ratio Estimation Using Masking
Interspeech 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
ACL 2020
Single-Side Domain Generalization for Face Anti-Spoofing
CVPR 2020
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research
COLING 2020
Six Attributes of Unhealthy Conversations
EMNLP 2020
Sketching Transformed Matrices with Applications to Natural Language Processing
AISTATS 2020
SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks
WACV 2020
Slice-Aware Neural Ranking
EMNLP 2020
SLURP: A Spoken Language Understanding Resource Package
EMNLP 2020
Small but Mighty: New Benchmarks for Split and Rephrase
EMNLP 2020
Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution
Interspeech 2020
Smart Contract Vulnerability Detection using Graph Neural Network
IJCAI 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization
ACL 2020
Smart Tube: A Biofeedback System for Vocal Training and Therapy Through Tube Phonation
Interspeech 2020