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)

Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control ICML 2025 Learnware Specification via Label-Aware Neural Embedding AAAI 2025 Learn Your Reference Model for Real Good Alignment ICLR 2025 Leave-One-Out Stable Conformal Prediction ICLR 2025 LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning MLHC 2025 LeCNet: A Legal Citation Network Benchmark Dataset AACL 2025 LECTURE4ALL: A Lightweight Approach to Precise Timestamp Detection in Online Lecture Videos ACL 2025 LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ACL 2025 Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction EMNLP 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification NAACL 2025 LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025 LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation ACL 2025 Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams ICML 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 Lemmas Matter, But Not Like That: Predictors of Lemma-Based Generalization in Morphological Inflection ACL 2025 Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025 Lemmatization as a Classification Task: Results from Arabic across Multiple Genres EMNLP 2025 Lemmatizing Dialectal Arabic with Sequence-to-Sequence Models EMNLP 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025 LEMoN: Label Error Detection using Multimodal Neighbors ICML 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025