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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

Extracting Events from Industrial Incident Reports IJCNLP 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection IJCNLP 2021
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection IJCNLP 2021
Technical Report on Shared Task in DialDoc21 IJCNLP 2021
Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations IJCNLP 2021
SimpleNER Sentence Simplification System for GEM 2021 IJCNLP 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning IJCNLP 2021
FINDINGS OF THE IWSLT 2021 EVALUATION CAMPAIGN IJCNLP 2021
Dealing with training and test segmentation mismatch: FBK@IWSLT2021 IJCNLP 2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task IJCNLP 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task IJCNLP 2021
The USYD-JD Speech Translation System for IWSLT2021 IJCNLP 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer IJCNLP 2021
Zero-Shot Compositional Concept Learning IJCNLP 2021
Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning IJCNLP 2021
On the cross-lingual transferability of multilingual prototypical models across NLU tasks IJCNLP 2021
Meta-Learning for Few-Shot Named Entity Recognition IJCNLP 2021
Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification IJCNLP 2021
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories IJCNLP 2021
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model IJCNLP 2021
CoTexT: Multi-task Learning with Code-Text Transformer IJCNLP 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data IJCNLP 2021
Probing Multilingual Language Models for Discourse IJCNLP 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning IJCNLP 2021