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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12

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14

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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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Papers (including subtopics)

XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025 XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025 X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025 XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning ICLR 2025 YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SemEval 2025 YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection SemEval 2025 YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification SemEval 2025 YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025 You are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans EMNLP 2025 You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data ICCV 2025 You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025 Zebra: In-Context Generative Pretraining for Solving Parametric PDEs ICML 2025 Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study SemEval 2025 Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations ICCV 2025 Zero-cost Proxy for Adversarial Robustness Evaluation ICLR 2025 ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models ACL 2025 ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025 ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025 ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions ACL 2025 Zero-Shot 4D Lidar Panoptic Segmentation CVPR 2025 Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025 Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense Disambiguation EMNLP 2025 Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning EMNLP 2025 Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025 Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025