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)

Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025 Automatic Curriculum Expert Iteration for Reliable LLM Reasoning ICLR 2025 Automatic debiasing of neural networks via moment-constrained learning CLeaR 2025 Automatic detection of dyslexia based on eye movements during reading in Russian ACL 2025 Automatic detection of speech sound disorders in German-speaking children: augmenting the data with typically developed speech Interspeech 2025 Automatic Differentiation of Optimization Algorithms with Time-Varying Updates ICML 2025 Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts ACL 2025 Automatic Generation of Inference Making Questions for Reading Comprehension Assessments ACL 2025 Automatic Identification and Naming of Overlapping and Topic-specific Argumentation Frames ACL 2025 Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression CVPR 2025 Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions COLING 2025 Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions ACL 2025 Automatic Text Segmentation of Ancient and Historic Hebrew NAACL 2025 Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025 Automating Alternative Generation in Decision-Making EMNLP 2025 Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025 Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025 Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs) AAAI 2025 AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025 AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025 AutoML Meets Hugging Face: Domain-Aware Pretrained Model Selection for Text Classification NAACL 2025 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025 Automotive Document Labeling Using Large Language Models EMNLP 2025 AutoMV: An Autonomous Agent Framework for Real Estate Marketing Video Generation AAAI 2025 Auto-nnU-Net: Towards Automated Medical Image Segmentation AutoML 2025