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)

Findings of the WMT 2025 Shared Task of the Open Language Data Initiative EMNLP 2025 Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation EMNLP 2025 Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets EMNLP 2025 Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation EMNLP 2025 Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025 Findings of the WMT25 Terminology Translation Task: Terminology is Useful Especially for Good MTs EMNLP 2025 Findings of WMT 2025 Shared Task on Low-resource Indic Languages Translation EMNLP 2025 Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization ACL 2025 Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness ICML 2025 Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025 FINDR: A Fast Influential Data Selector for NL2Code Pretraining IJCNLP 2025 Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025 FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025 FineCite: A Novel Approach For Fine-Grained Citation Context Analysis ACL 2025 FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models NAACL 2025 Fine-Grained 3D Gaussian Head Avatars Modeling from Static Captures via Joint Reconstruction and Registration ICCV 2025 Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems JMLR 2025 Fine-Grained and Efficient Self-Unlearning with Layered Iteration IJCAI 2025 Fine-Grained Captioning of Long Videos through Scene Graph Consolidation ICML 2025 Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation IJCNLP 2025 Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025 Fine-Grained Evaluation of English-Russian MT in 2025: Linguistic Challenges Mirroring Human Translator Training EMNLP 2025 Fine-grained Fallacy Detection with Human Label Variation NAACL 2025