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

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'25

Papers (including subtopics)

CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025 CUFE@NLU of Devanagari Script Languages 2025: Language Identification using fastText COLING 2025 CUGF: A Reliable and Fair Recommendation Framework AAAI 2025 CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede’s Cultural Dimensions COLING 2025 Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors ACL 2025 Cultural Learning-Based Culture Adaptation of Language Models ACL 2025 Culture Cartography: Mapping the Landscape of Cultural Knowledge EMNLP 2025 Culture is Everywhere: A Call for Intentionally Cultural Evaluation EMNLP 2025 Culture is Not Trivia: Sociocultural Theory for Cultural NLP ACL 2025 Culture Matters in Toxic Language Detection in Persian ACL 2025 CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025 Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement NAACL 2025 CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025 CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025 CUNI at WMT25 General Translation Task EMNLP 2025 CUNSB-RFIE: Context-Aware Unpaired Neural Schrodinger Bridge in Retinal Fundus Image Enhancement WACV 2025 CUPID: Curating Data your Robot Loves with Influence Functions CoRL 2025 CUQDS: Conformal Uncertainty Quantification Under Distribution Shift for Trajectory Prediction AAAI 2025 Curating Demonstrations using Online Experience RSS 2025 CURE: Controlled Unlearning for Robust Embeddings — Mitigating Conceptual Shortcuts in Pre-Trained Language Models EMNLP 2025 CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025 CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint) IJCAI 2025 Curiosity-Driven Reinforcement Learning from Human Feedback ACL 2025