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Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5
76
533
1,651
11,133
21,167
2000
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'10
'15
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'25

Papers (including subtopics)

Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025 Prompt-Aware Controllable Shadow Removal IJCAI 2025 Prompt-based Depth Pruning of Large Language Models ICML 2025 Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering ACL 2025 Prompt-based Unifying Inference Attack on Graph Neural Networks AAAI 2025 Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis CVPR 2025 Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation ACL 2025 Promptception: How Sensitive Are Large Multimodal Models to Prompts? EMNLP 2025 Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference AAAI 2025 PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025 Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion ICCV 2025 Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025 Prompt-Free Conditional Diffusion for Multi-object Image Augmentation IJCAI 2025 PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection AACL 2025 Prompt-Guided Augmentation and Multi-modal Fusion for Argumentative Fallacy Classification in Political Debates ACL 2025 Prompt-Guided Internal States for Hallucination Detection of Large Language Models ACL 2025 PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval CVPR 2025 Prompting Fairness: Integrating Causality to Debias Large Language Models ICLR 2025 Prompting LLMs: Length Control for Isometric Machine Translation ACL 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages NAACL 2025 PromptKeeper: Safeguarding System Prompts for LLMs EMNLP 2025 PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation Metrics NAACL 2025 PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025 Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models ICLR 2025