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)

Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025 Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One COLING 2025 Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning COLING 2025 Paraphrasing Attack Resilience of Various Machine-Generated Text Detection Methods NAACL 2025 PARAPHRASUS: A Comprehensive Benchmark for Evaluating Paraphrase Detection Models COLING 2025 ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction COLING 2025 Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025 Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025 ParetoFlow: Guided Flows in Multi-Objective Optimization ICLR 2025 Pareto-frontier Entropy Search with Variational Lower Bound Maximization ICML 2025 Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences ICLR 2025 Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging ICML 2025 Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms ICML 2025 Pareto Prompt Optimization ICLR 2025 Pareto Set Identification With Posterior Sampling AISTATS 2025 Pareto Set Learning for Multi-Objective Reinforcement Learning AAAI 2025 ParFam -- (Neural Guided) Symbolic Regression via Continuous Global Optimization ICLR 2025 PARME: Parallel Corpora for Low-Resourced Middle Eastern Languages ACL 2025 PARM: Multi-Objective Test-Time Alignment via Preference-Aware Autoregressive Reward Model ICML 2025 PARQ: Piecewise-Affine Regularized Quantization ICML 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025 PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025 Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages EMNLP 2025 PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image ICCV 2025