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)

Rethinking Diverse Human Preference Learning through Principal Component Analysis ACL 2025 Rethinking Federated Graph Learning: A Data Condensation Perspective IJCAI 2025 Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages CVPR 2025 Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025 Rethinking Invariance in In-context Learning ICLR 2025 Rethinking Low-Rank Adaptation in Vision: Exploring Head-Level Responsiveness Across Diverse Tasks WACV 2025 Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space AAAI 2025 Rethinking Reward Modeling in Preference-based Large Language Model Alignment ICLR 2025 Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025 Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025 Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025 Retrieval Augmented Generation based context discovery for ASR EMNLP 2025 Retrieval-Augmented Generation for Large Language Model based Few-shot Chinese Spell Checking COLING 2025 Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025 Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025 Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025 Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning AAAI 2025 Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation AACL 2025 Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection EMNLP 2025 Revealing the Inherent Instructability of Pre-Trained Language Models EMNLP 2025 Reverse Modeling in Large Language Models NAACL 2025 Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025 Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025