conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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'25

Papers (including subtopics)

ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025 Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models ICLR 2025 Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection AAAI 2025 COLLAGE: Adaptive Fusion-based Retrieval for Augmented Policy Learning CoRL 2025 Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025 COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025 ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces WACV 2025 COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing EMNLP 2025 Commonsense Reasoning in Arab Culture ACL 2025 Commonsense Subgraph for Inductive Relation Reasoning with Meta-learning COLING 2025 Communication-Efficient Multi-Vehicle Collaborative Semantic Segmentation via Sparse 3D Gaussian Sharing ICCV 2025 Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025 Comparison-based Active Preference Learning for Multi-dimensional Personalization ACL 2025 ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ACL 2025 Complete Chess Games Enable LLM Become A Chess Master NAACL 2025 Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025 Componential Prompt-Knowledge Alignment for Domain Incremental Learning ICML 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025 Composable Interventions for Language Models ICLR 2025 Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs AACL 2025 Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation IJCAI 2025 Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting NAACL 2025 ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025 Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025 Conditions for Catastrophic Forgetting in Multilingual Translation EMNLP 2025