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)

Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025 Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025 Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025 Fine-tuning LLMs with Cross-Attention-based Weight Decay for Bias Mitigation EMNLP 2025 Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency ACL 2025 Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs COLING 2025 Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task EMNLP 2025 Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs ACL 2025 Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025 Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success RSS 2025 Fine-Tuning Visual Autogressive Models for Subject-Driven Generation ICCV 2025 Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ACL 2025 Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025 Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025 Fine-tuning XLM-RoBERTa for Named Entity Recognition in Kurmanji Kurdish EMNLP 2025 FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025 Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025 Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025 Fingerprinting LLMs through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire EMNLP 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025 Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025 Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems L4DC 2025 Finite Sample Identification of Partially Observed Bilinear Dynamical Systems L4DC 2025 Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking ACL 2025 Finite-Time Analysis of Heterogeneous Federated Temporal Difference Learning IJCAI 2025