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

24

14

20

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)

Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts EMNLP 2022 Teaching Interactively to Learn Emotions in Natural Language NAACL 2022 Teaching Unseen Low-resource Languages to Large Translation Models EMNLP 2022 Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022 Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models SemEval 2022 TEAM UFAL @ CreativeSumm 2022: BART and SamSum based few-shot approach for creative Summarization COLING 2022 TEDB System Description to a Shared Task on Euphemism Detection 2022 EMNLP 2022 Temporal aware Multi-Interest Graph Neural Network for Session-based Recommendation ACML 2022 Temporal Generalization for Spoken Language Understanding NAACL 2022 Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning NeurIPS 2022 TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022 Temporal Word Meaning Disambiguation using TimeLMs EMNLP 2022 Tensor Feature Hallucination for Few-Shot Learning WACV 2022 Test-time Fourier Style Calibration for Domain Generalization IJCAI 2022 Text-Based Interactive Recommendation via Offline Reinforcement Learning AAAI 2022 TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models COLING 2022 Text-Only Domain Adaptation Based on Intermediate CTC Interspeech 2022 Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning NAACL 2022 The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada ACL 2022 The Computational Gauntlet of Human-Like Learning AAAI 2022 The Curious Case of Logistic Regression for Italian Languages and Dialects Identification COLING 2022 The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design ICLR 2022 The MRL 2022 Shared Task on Multilingual Clause-level Morphology EMNLP 2022 Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning JMLR 2022 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NeurIPS 2022