Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
5
22
43
74
52
76
308
315
348
358
533
570
711
1,481
1,361
1,651
2,440
3,865
5,968
9,301
11,133
13,312
14,452
17,500
20,351
21,167
5,403
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes
EMNLP 2025
From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
ICLR 2025
From Foresight to Forethought: VLM-In-the-Loop Policy Steering via Latent Alignment
RSS 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
EMNLP 2025
From Gaze to Movement: Predicting Visual Attention for Autonomous Driving Human-Machine Interaction based on Programmatic Imitation Learning
ICCV 2025
From Generalist to Specialist: A Survey of Large Language Models for Chemistry
COLING 2025
From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination
IJCAI 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models
EMNLP 2025
From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation
EMNLP 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025
From Gradient Clipping to Normalization for Heavy Tailed SGD
AISTATS 2025
From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse
EMNLP 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
CVPR 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
CVPR 2025
From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals
ACL 2025
From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning
ICCV 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
EMNLP 2025
From Imitation to Introspection: Probing Self-Consciousness in Language Models
ACL 2025
From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs
EMNLP 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction
ACL 2025
From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms
ICML 2025
From Individual to Universal: Regularized Multi-view Joint Representation for Multi-view Subspace-Preserving Recovery
IJCAI 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization
ACL 2025
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors
EMNLP 2025
From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation
EMNLP 2025