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

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53

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103

206

482

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1,124

1,566

1,867

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Papers (including subtopics)

Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective ICLR 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA Interaction IJCAI 2025 Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025 Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025 Can LLMs Directly Retrieve Passages for Answering Questions from Qur’an? EMNLP 2025 Can LLMs Explain Themselves Counterfactually? EMNLP 2025 Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning COLING 2025 Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments AAAI 2025 Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? WACV 2025 Can One Modality Model Synergize Training of Other Modality Models? ICLR 2025 Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection? Interspeech 2025 Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective ICML 2025 Can Textual Gradient Work in Federated Learning? ICLR 2025 Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025 CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025 Capture Global Feature Statistics for One-Shot Federated Learning AAAI 2025 Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025 CARE: Multilingual Human Preference Learning for Cultural Awareness EMNLP 2025 CARE-STaR: Constraint-aware Self-taught Reasoner ACL 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection ACL 2025 Causal-LLM: A Unified One-Shot Framework for Prompt- and Data-Driven Causal Graph Discovery EMNLP 2025 CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation SemEval 2025