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)

Analyzing Generative Models by Manifold Entropic Metrics AISTATS 2025 Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025 Analyzing Large Language Models’ pastiche ability: a case study on a 20th century Romanian author NAACL 2025 Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025 Analyzing Memorization in Large Language Models through the Lens of Model Attribution NAACL 2025 Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra ICLR 2025 Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level COLING 2025 Analyzing register variation in web texts through automatic segmentation NAACL 2025 Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models COLING 2025 Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025 Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025 Analyzing the Inner Workings of Transformers in Compositional Generalization NAACL 2025 Analyzing the Linguistic Priors of Language Models with Synthetic Languages ACL 2025 Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025 Analyzing the Role of Permutation Invariance in Linear Mode Connectivity AISTATS 2025 Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation CVPR 2025 Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction EMNLP 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization ICML 2025 An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025 An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 An analytic theory of creativity in convolutional diffusion models ICML 2025 An And-Sum Circuit with Signed Edges That Is More Succinct than SDD AAAI 2025 An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them NAACL 2025