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

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12

24

14

20

29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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'25

Papers (including subtopics)

Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025 Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025 Integrating Symbolic Reasoning into Neural Generative Models for Design Generation AAAI 2025 Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025 Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework IJCAI 2025 Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025 INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models ACL 2025 InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025 Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025 Interweaving Memories of a Siamese Large Language Model AAAI 2025 INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation IJCAI 2025 IntrEx: A Dataset for Modeling Engagement in Educational Conversations EMNLP 2025 Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning ICLR 2025 In vivo cell-type and brain region classification via multimodal contrastive learning ICLR 2025 iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop ACL 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam COLING 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025 ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025