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)

Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning COLING 2025 Detecting, Generating, and Evaluating in the Writing Style of Different Authors NAACL 2025 Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis IJCAI 2025 Detecting Hallucinations in Scientific Claims by Combining Prompting Strategies and Internal State Classification ACL 2025 Detecting Honkadori based on Waka Embeddings NAACL 2025 Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025 Detecting Illicit Massage Businesses by Leveraging Graph Machine Learning IJCAI 2025 Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025 Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions EMNLP 2025 Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification ACL 2025 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 Detecting Open World Objects via Partial Attribute Assignment CVPR 2025 Detecting Origin Attribution for Text-to-Image Diffusion Models WACV 2025 Detecting Out-of-Distribution Through the Lens of Neural Collapse CVPR 2025 Detecting Sockpuppetry on Wikipedia Using Meta-Learning ACL 2025 Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models EMNLP 2025 Detecting Strategic Deception with Linear Probes ICML 2025 Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025 Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection CVPR 2025 Detection of Human and Machine-Authored Fake News in Urdu ACL 2025 Detective Networks: Enhancing Disaster Recognition in Images Through Attention Shifting using Optimal Masking WACV 2025 Determinant Estimation under Memory Constraints and Neural Scaling Laws ICML 2025 Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling ICLR 2025