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)
Surprisingly Strong Performance Prediction with Neural Graph Features
ICML 2024
Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse
EACL 2024
Surveying the Technology Support of Languages
COLING 2024
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee
JMLR 2024
SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection
ACL 2024
SustainDC: Benchmarking for Sustainable Data Center Control
NeurIPS 2024
Sustained Vowels for Pre- vs Post-Treatment COPD Classification
Interspeech 2024
Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the US
EMNLP 2024
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
NeurIPS 2024
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
ACL 2024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
NeurIPS 2024
Swift Sampler: Efficient Learning of Sampler by 10 Parameters
NeurIPS 2024
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
NeurIPS 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners
AAAI 2024
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
NeurIPS 2024
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models
ACL 2024
Symmetric Self-Paced Learning for Domain Generalization
AAAI 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
NeurIPS 2024
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation
WACV 2024
Synonym relations affect object detection learned on vision-language data
NAACL 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery
NeurIPS 2024
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
NeurIPS 2024
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA
CVPR 2024
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
EMNLP 2024
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models
NAACL 2024