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)

NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts EMNLP 2025 Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning AAAI 2025 NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning EMNLP 2025 NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models ICLR 2025 NRC Systems for the WMT2025-LRSL Shared Task EMNLP 2025 NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism UAI 2025 NRGBoost: Energy-Based Generative Boosted Trees ICLR 2025 NS4S: Neighborhood Search for Scheduling Problems Via Large Language Models IJCAI 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles AACL 2025 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction AACL 2025 NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning SemEval 2025 NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel ICML 2025 NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval ICLR 2025 Nullspace Disentanglement for Red Teaming Language Models EMNLP 2025 NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping ICCV 2025 Number Cookbook: Number Understanding of Language Models and How to Improve It ICLR 2025 Number Theoretic Accelerated Learning of Physics-Informed Neural Networks AAAI 2025 NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors AAAI 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025 NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ACL 2025 NusaBERT: Teaching IndoBERT to be Multilingual and Multicultural COLING 2025 NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025 NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025