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)

WhiSLU: End-to-End Spoken Language Understanding with Whisper Interspeech 2023 Whisper Encoder features for Infant Cry Classification Interspeech 2023 Whole brain radiomics for clustered federated personalization in brain tumor segmentation MIDL 2023 Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers ACL 2023 Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution ACL 2023 Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels? ICCV 2023 Why Is Public Pretraining Necessary for Private Model Training? ICML 2023 WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition EACL 2023 WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023 WinoDict: Probing language models for in-context word acquisition EACL 2023 Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation AAAI 2023 With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023 Word-level Prefix/Suffix Sense Detection: A Case Study on Negation Sense with Few-shot Learning ACL 2023 Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization ICCV 2023 Working Towards Digital Documentation of Uralic Languages With Open-Source Tools and Modern NLP Methods EMNLP 2023 Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking NeurIPS 2023 XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking EACL 2023 X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL 2023 XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023 XSkill: Cross Embodiment Skill Discovery CoRL 2023 X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023 XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages EMNLP 2023 YANMTT: Yet Another Neural Machine Translation Toolkit ACL 2023 YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model SemEval 2023 You Can Have Your Data and Balance It Too: Towards Balanced and Efficient Multilingual Models EACL 2023