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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

4
29
67
1,124
2,486
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'10
'15
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'25

Papers (including subtopics)

Crafting In-context Examples according to LMs’ Parametric Knowledge NAACL 2024 Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024 CRCL at SemEval-2024 Task 2: Simple prompt optimizations SemEval 2024 Creating Terminological Resources in the Digital Age for Less-resourced Languages COLING 2024 Critical Questions Generation: Motivation and Challenges CoNLL 2024 Cross-Device Collaborative Test-Time Adaptation NeurIPS 2024 Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs EMNLP 2024 Cross-Domain Few-Shot Incremental Learning for Point-Cloud Recognition WACV 2024 Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024 Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing EMNLP 2024 Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish COLING 2024 Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024 Cross-lingual Named Entity Corpus for Slavic Languages COLING 2024 Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models EMNLP 2024 Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024 Cross-Lingual Summarization with Pseudo-Label Regularization NAACL 2024 Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 2024 Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching EACL 2024 Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity COLING 2024 Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets COLING 2024 Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models EMNLP 2024 Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering AAAI 2024 Cross-modal Representation Flattening for Multi-modal Domain Generalization NeurIPS 2024 Cross-Task Generalization Abilities of Large Language Models NAACL 2024 CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024