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)

LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging ICLR 2025 LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025 LinguAIsts@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 LinguAIsts@DravidianLangTech 2025: Misogyny Meme Detection using multimodel Approach NAACL 2025 LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder EMNLP 2025 Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions EMNLP 2025 Linguistically-Controlled Paraphrase Generation EMNLP 2025 Linguistic Analysis of Veteran Job Interviews to Assess Effectiveness in Translating Military Expertise to the Civilian Workforce NAACL 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition CVPR 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation CVPR 2025 Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025 Linking Language-based Distortion Detection to Mental Health Outcomes NAACL 2025 Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video CVPR 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators EMNLP 2025 LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content COLING 2025 LiON: Learning Point-Wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data AAAI 2025 LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion ICCV 2025 LIPIDS: Learning-Based Illumination Planning in Discretized (Light) Space for Photometric Stereo WACV 2025 LiPO: Listwise Preference Optimization through Learning-to-Rank NAACL 2025 Lipschitz Bandits in Optimal Space ICLR 2025