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

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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)

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 Lower Bounds for Differential Privacy Under Continual Observation and Online Threshold Queries COLT 2024 Low Precision Local Training is Enough for Federated Learning NeurIPS 2024 Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024 Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language COLING 2024 Low-Resource Machine Translation through the Lens of Personalized Federated Learning EMNLP 2024 Low Resource Question Answering: An Amharic Benchmarking Dataset COLING 2024 LPNER: Label Prompt for Few-shot Nested Named Entity Recognition ACML 2024 LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024 LT4SG@SMM4H’24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models ACL 2024 LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 LungAdapter: Efficient Adapting Audio Spectrogram Transformer for Lung Sound Classification Interspeech 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 M2SD:Multiple Mixing Self-Distillation for Few-Shot Class-Incremental Learning AAAI 2024 M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024 M3TCM: Multi-modal Multi-task Context Model for Utterance Classification in Motivational Interviews COLING 2024 Machine-Created Universal Language for Cross-Lingual Transfer AAAI 2024 Machine-in-the-Loop with Documentary and Descriptive Linguists EACL 2024 Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning EMNLP 2024 Machine Translation Of Marathi Dialects: A Case Study Of Kadodi EMNLP 2024 Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models? ACL 2024 MAdVerse: A Hierarchical Dataset of Multi-Lingual Ads From Diverse Sources and Categories WACV 2024 MAFIA: Multi-Adapter Fused Inclusive Language Models EACL 2024