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)
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction
EMNLP 2025
SMDAF: A Scalable Sidewalk Material Data Acquisition Framework with Bidirectional Cross-Modal Knowledge Distillation
WACV 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression
EMNLP 2025
SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization
AAAI 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion
ICCV 2025
Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises
ICLR 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation
AAAI 2025
SMT: Fine-Tuning Large Language Models with Sparse Matrices
ICLR 2025
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
CVPR 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
CVPR 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection
EMNLP 2025
SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization
CVPR 2025
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations
ACL 2025
Social Bias Evaluation for Large Language Models Requires Prompt Variations
EMNLP 2025
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias
COLING 2025
Social Bias in Multilingual Language Models: A Survey
EMNLP 2025
Social Bias in Popular Question-Answering Benchmarks
IJCNLP 2025
Social Debiasing for Fair Multi-modal LLMs
ICCV 2025
Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts
EMNLP 2025
Social Hatred: Efficient Multimodal Detection of Hatemongers
ACL 2025
Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration
ICML 2025
SocialSim: Towards Socialized Simulation of Emotional Support Conversation
AAAI 2025
SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models
EMNLP 2025
Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs
NAACL 2025
SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models
WACV 2025