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)

Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023 Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023 Integrally Pre-Trained Transformer Pyramid Networks CVPR 2023 InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer EMNLP 2023 Internal Robust Representations for Domain Generalization AAAI 2023 Interpretations of Domain Adaptations via Layer Variational Analysis ICLR 2023 Interval Bound Interpolation for Few-shot Learning with Few Tasks ICML 2023 Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics MIDL 2023 Introducing Self-Supervised Phonetic Information for Text-Independent Speaker Verification Interspeech 2023 Introducing UberText 2.0: A Corpus of Modern Ukrainian at Scale EACL 2023 Inverse Preference Learning: Preference-based RL without a Reward Function NeurIPS 2023 Inverse Reinforcement Learning for Text Summarization EMNLP 2023 Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023 Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023 Investigating Multi-source Active Learning for Natural Language Inference EACL 2023 Investigating Multi-task Pretraining and Generalization in Reinforcement Learning ICLR 2023 Investigating Pre-trained Audio Encoders in the Low-Resource Condition Interspeech 2023 Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions EMNLP 2023 Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters EACL 2023 Investigating the Role of Model-Based Learning in Exploration and Transfer ICML 2023 Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model Interspeech 2023 IOL Research Machine Translation Systems for WMT23 Low-Resource Indic Language Translation Shared Task EMNLP 2023 iREL at SemEval-2023 Task 10: Multi-level Training for Explainable Detection of Online Sexism SemEval 2023 Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023 Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023