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)
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness
NeurIPS 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks
EMNLP 2022
Syne Tune: A Library for Large Scale Hyperparameter Tuning and Reproducible Research
AutoML 2022
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction
EMNLP 2022
Syntax-Aware Network for Handwritten Mathematical Expression Recognition
CVPR 2022
Syntax-driven Data Augmentation for Named Entity Recognition
COLING 2022
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control
CoRL 2022
Synthesizing Near Native-accented Speech for a Non-native Speaker by Imitating the Pronunciation and Prosody of a Native Speaker
Interspeech 2022
Synthetic Question Value Estimation for Domain Adaptation of Question Answering
ACL 2022
SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction
MIDL 2022
Synthsonic: Fast, Probabilistic modeling and Synthesis of Tabular Data
AISTATS 2022
Systematic Evaluation of Predictive Fairness
AACL 2022
Systematic Inequalities in Language Technology Performance across the World’s Languages
ACL 2022
System Description on Automatic Simultaneous Translation Workshop
NAACL 2022
System Description on Third Automatic Simultaneous Translation Workshop
NAACL 2022
SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG
MIDL 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval
ACL 2022
Table-based Fact Verification with Self-adaptive Mixture of Experts
ACL 2022
Tackling covariate shift with node-based Bayesian neural networks
ICML 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
EMNLP 2022
Tailor: Generating and Perturbing Text with Semantic Controls
ACL 2022
TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation
COLING 2022
Taking Situation-Based Privacy Decisions: Privacy Assistants Working with Humans
IJCAI 2022
TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training
NeurIPS 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
CVPR 2022