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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
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'25

Papers (including subtopics)

Sentence Segmentation and Sentence Punctuation Based on XunziALLM COLING 2024 Sentiment Analysis in the Era of Large Language Models: A Reality Check NAACL 2024 Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation NeurIPS 2024 Sequential Compositional Generalization in Multimodal Models NAACL 2024 Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity NeurIPS 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 Set the Clock: Temporal Alignment of Pretrained Language Models ACL 2024 Setting up the Data Printer with Improved English to Ukrainian Machine Translation COLING 2024 Shallow Discourse Parsing on Twitter Conversations COLING 2024 ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SemEval 2024 SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions EMNLP 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NeurIPS 2024 Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024 SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SemEval 2024 SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024 SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization AISTATS 2024 Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling EACL 2024 SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024 SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore ICLR 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 Simple Minimax Optimal Byzantine Robust Algorithm for Nonconvex Objectives with Uniform Gradient Heterogeneity ICLR 2024 Simple Semantic-Aided Few-Shot Learning CVPR 2024 SimPO: Simple Preference Optimization with a Reference-Free Reward NeurIPS 2024