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)

Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025 Multilingual Grammatical Error Annotation: Combining Language-Agnostic Framework with Language-Specific Flexibility ACL 2025 Multilingual Iterative Model Pruning: What Matters? IJCNLP 2025 Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025 Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025 Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025 Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Multilingual Pretraining for Pixel Language Models EMNLP 2025 Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025 Multilingual Propaganda Detection: Exploring Transformer-Based Models mBERT, XLM-RoBERTa, and mT5 COLING 2025 Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025 Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers AACL 2025 Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs COLING 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ACL 2025 Multilingual Verbalisation of Knowledge Graphs EMNLP 2025 Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches EMNLP 2025 Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages? EMNLP 2025 MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions EMNLP 2025 Multi-marginal Schrödinger Bridges with Iterative Reference Refinement AISTATS 2025