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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue EACL 2024 Investigating Cultural Alignment of Large Language Models ACL 2024 Investigating grammatical abstraction in language models using few-shot learning of novel noun gender EACL 2024 Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups EMNLP 2024 Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study COLING 2024 Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures Interspeech 2024 Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study COLING 2024 INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer ICML 2024 In vivo learning-based control of microbial populations density in bioreactors L4DC 2024 I-PHYRE: Interactive Physical Reasoning ICLR 2024 Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024 ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SemEval 2024 Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024 Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 2024 Is Multiple Object Tracking a Matter of Specialization? NeurIPS 2024 Is Programming by Example Solved by LLMs? NeurIPS 2024 Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis? CVPR 2024 IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024 ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning EMNLP 2024 It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024 Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models COLING 2024 JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024