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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14

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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)

Less is Enough: Less-Resourced Multilingual AMR Parsing COLING 2024 Less is Fed More: Sparsity Reduces Feature Distortion in Federated Learning EMNLP 2024 Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024 LESS: Selecting Influential Data for Targeted Instruction Tuning ICML 2024 Let the Beat Follow You - Creating Interactive Drum Sounds From Body Rhythm WACV 2024 Leveraging Adapter for Parameter-Efficient ASR Encoder Interspeech 2024 Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT EMNLP 2024 Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ACL 2024 Leveraging Code to Improve In-Context Learning for Semantic Parsing NAACL 2024 Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024 Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024 Leveraging Grammar Induction for Language Understanding and Generation EMNLP 2024 Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning L4DC 2024 Leveraging Information Redundancy of Real-World Data through Distant Supervision COLING 2024 Leveraging Large Language Models to Refine Automatic Feedback Generation at Articulatory Level in Computer Aided Pronunciation Training Interspeech 2024 Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval NAACL 2024 Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations ACL 2024 Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024 Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection EACL 2024 Leveraging pre-trained large language models for aphasia detection in English and Chinese speakers NAACL 2024 Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024 Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning NeurIPS 2024 Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024 Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German NAACL 2024 Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NeurIPS 2024