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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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Papers (including subtopics)

A Tulu Resource for Machine Translation COLING 2024 At Which Training Stage Does Code Data Help LLMs Reasoning? ICLR 2024 A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024 Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech EMNLP 2024 Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities ICML 2024 AudioVSR: Enhancing Video Speech Recognition with Audio Data EMNLP 2024 AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation ICLR 2024 A Unified and General Framework for Continual Learning ICLR 2024 A Unified Framework for Discovering Discrete Symmetries AISTATS 2024 AuriSRec: Adversarial User Intention Learning in Sequential Recommendation EMNLP 2024 AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024 AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL 2024 AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval ICLR 2024 AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents NeurIPS 2024 AutoLoRa: An Automated Robust Fine-Tuning Framework ICLR 2024 AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024 Automated Cognate Detection as a Supervised Link Prediction Task with Cognate Transformer EACL 2024 Automated Essay Scoring Using Grammatical Variety and Errors with Multi-Task Learning and Item Response Theory NAACL 2024 Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records NeurIPS 2024 Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice NAACL 2024 Automatically Learning Hybrid Digital Twins of Dynamical Systems NeurIPS 2024 Automatic Animacy Classification for Romanian Nouns COLING 2024 Automatic Assessment of Speech Production Skills for Children with Cochlear Implants Using Wav2Vec2.0 Acoustic Embeddings Interspeech 2024 Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision COLING 2024 Automatic Detection of Rhythmic Features in Pathological Speech of MCI and Dementia Patients COLING 2024