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)

Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers EMNLP 2025 DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025 DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral ACL 2025 DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models ICLR 2025 DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025 Documentation Retrieval Improves Planning Language Generation IJCNLP 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025 Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025 Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025 DocVXQA: Context-Aware Visual Explanations for Document Question Answering ICML 2025 Do Deep Neural Network Solutions Form a Star Domain? ICLR 2025 DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task EMNLP 2025 Do Egocentric Video-Language Models Truly Understand Hand-Object Interactions? ICLR 2025 Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study EMNLP 2025 Does a code-switching dialogue system help users learn conversational fluency in Choctaw? NAACL 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings EMNLP 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions NAACL 2025 Does effortful speech production indicate communication difficulty caused by noise and hearing aid support? Interspeech 2025