conftrace_

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

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)

Polarity inversion operators in PLM CoNLL 2025 Polarization Guided Mask-Free Shadow Removal AAAI 2025 Polarized Color Screen Matting CVPR 2025 PolBiX: Detecting LLMs’ Political Bias in Fact-Checking through X-phemisms EMNLP 2025 Policy Design for Two-sided Platforms with Participation Dynamics ICML 2025 Policy Design in Long-run Welfare Dynamics ICLR 2025 Policy Filtration for RLHF to Mitigate Noise in Reward Models ICML 2025 Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning ICML 2025 Policy Teaching via Data Poisoning in Learning from Human Preferences AISTATS 2025 Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025 POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025 Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications ICML 2025 polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025 polybasic Speculative Decoding Through a Theoretical Perspective ICML 2025 PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025 PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025 PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles ACL 2025 PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization ICLR 2025 Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models ICLR 2025 Polynomial Time Learning Augmented Algorithms for NP-hard Permutation Problems ICML 2025 Polynomial-Time Relational Probabilistic Inference in Open Universes IJCAI 2025 PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025 PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs ICLR 2025 Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025 POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction IJCAI 2025