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

'5

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Papers (including subtopics)

Systematic Generalization by Finetuning? Analyzing Pretrained Language Models Using Constituency Tests EMNLP 2023 Systematic word meta-sense extension EMNLP 2023 T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation NeurIPS 2023 Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023 Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023 TabLeak: Tabular Data Leakage in Federated Learning ICML 2023 TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023 Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023 TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion EMNLP 2023 Tactile-Filter: Interactive Tactile Perception for Part Mating RSS 2023 TADA: Efficient Task-Agnostic Domain Adaptation for Transformers ACL 2023 Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval AAAI 2023 TAM of SCNU at SemEval-2023 Task 1: FCLL: A Fine-grained Contrastive Language-Image Learning Model for Cross-language Visual Word Sense Disambiguation SemEval 2023 Tangent Model Composition for Ensembling and Continual Fine-tuning ICCV 2023 TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation ICCV 2023 Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ACL 2023 Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences Interspeech 2023 TART: A plug-and-play Transformer module for task-agnostic reasoning NeurIPS 2023 Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ACL 2023 Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023 Task-Agnostic Low-Rank Adapters for Unseen English Dialects EMNLP 2023 Task and Sentiment Adaptation for Appraisal Tagging EACL 2023 Task-aware Distributed Source Coding under Dynamic Bandwidth NeurIPS 2023 Task-Aware Information Routing from Common Representation Space in Lifelong Learning ICLR 2023 Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023