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)

GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models ACL 2025 Gender Bias in Instruction-Guided Speech Synthesis Models NAACL 2025 Gender Bias in Large Language Models across Multiple Languages: A Case Study of ChatGPT NAACL 2025 Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025 Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025 Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models ACL 2025 Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025 GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset ACL 2025 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025 Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025 GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization ACL 2025 GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings NAACL 2025 General Compression Framework for Efficient Transformer Object Tracking ICCV 2025 General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization ICML 2025 Generalisation under gradient descent via deterministic PAC-Bayes ALT 2025 Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge UAI 2025 Generalist Robot Manipulation beyond Action Labeled Data CoRL 2025 Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks ICML 2025 Generalizability of Media Frames: Corpus creation and analysis across countries EMNLP 2025 Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power ICLR 2025 Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025 Generalizable Motion Planning via Operator Learning ICLR 2025 Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning ICML 2025 Generalizable Object Keypoint Localization from Generative Priors CVPR 2025 Generalizable Object Re-Identification via Visual In-Context Prompting ICCV 2025