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)
Steering Guidance for Personalized Text-to-Image Diffusion Models
ICCV 2025
Steering LLM Reasoning Through Bias-Only Adaptation
EMNLP 2025
Steer LLM Latents for Hallucination Detection
ICML 2025
SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models
EMNLP 2025
Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion
ICLR 2025
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing
ACL 2025
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models
EMNLP 2025
STEP: Staged Parameter-Efficient Pre-training for Large Language Models
NAACL 2025
StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings
EMNLP 2025
Stereotype or Personalization? User Identity Biases Chatbot Recommendations
ACL 2025
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data
AAAI 2025
Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework
EMNLP 2025
StitchLLM: Serving LLMs, One Block at a Time
ACL 2025
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
ICML 2025
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data
ICCV 2025
Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense
AAAI 2025
Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More
EMNLP 2025
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation
EMNLP 2025
Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition
WACV 2025
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
ICLR 2025
Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM
ICML 2025
Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models
NAACL 2025
Streamlining Redundant Layers to Compress Large Language Models
ICLR 2025
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks
ACL 2025
STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance
EMNLP 2025