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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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)

3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 712forTask7 at #SMM4H 2024 Task 7: Classifying Spanish Tweets Annotated by Humans versus Machines with BETO Models ACL 2024 A3-108 Controlling Token Generation in Low Resource Machine Translation Systems EMNLP 2024 AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SemEval 2024 A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings NeurIPS 2024 A Benchmark Evaluation of Clinical Named Entity Recognition in French COLING 2024 A Benchmark for Learning to Translate a New Language from One Grammar Book ICLR 2024 A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning IJCAI 2024 Abstractive Multi-Video Captioning: Benchmark Dataset Construction and Extensive Evaluation COLING 2024 Accelerating Sparse Autoencoder Training via Layer-Wise Transfer Learning in Large Language Models EMNLP 2024 Accent Conversion with Articulatory Representations Interspeech 2024 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024 Accept the Modality Gap: An Exploration in the Hyperbolic Space CVPR 2024 Accurate Forgetting for Heterogeneous Federated Continual Learning ICLR 2024 AceGPT, Localizing Large Language Models in Arabic NAACL 2024 ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NeurIPS 2024 A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students’ Formative Assessment Responses in Science AAAI 2024 AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024 A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NeurIPS 2024 A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models CVPR 2024 A Cluster-based Personalized Federated Learning Strategy for End-to-End ASR of Dementia Patients Interspeech 2024 A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024 A Collection of Pragmatic-Similarity Judgments over Spoken Dialog Utterances COLING 2024 A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection Interspeech 2024 A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation NAACL 2024