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

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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

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Papers (including subtopics)

Cross-Domain Generalization of Neural Constituency Parsers ACL 2019 Cross-Domain Recommendation via Coupled Factorization Machines AAAI 2019 Cross-Domain Visual Representations via Unsupervised Graph Alignment AAAI 2019 Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing NAACL 2019 Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging NAACL 2019 Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019 Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CoNLL 2019 Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging NAACL 2019 Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study EMNLP 2019 Cross-lingual Semantic Specialization via Lexical Relation Induction EMNLP 2019 Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL 2019 Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions ACL 2019 Cross-Lingual Transfer Learning for Affective Spoken Dialogue Systems Interspeech 2019 Cross-lingual Transfer Learning for Japanese Named Entity Recognition NAACL 2019 Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog NAACL 2019 Cross-Modal Learning Filters for RGB-Neuromorphic Wormhole Learning RSS 2019 Cross-Task Knowledge Transfer for Query-Based Text Summarization EMNLP 2019 Cross-View Policy Learning for Street Navigation ICCV 2019 CUNI Submission for Low-Resource Languages in WMT News 2019 ACL 2019 CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction ACL 2019 CUNI System for the WMT19 Robustness Task ACL 2019 Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability Interspeech 2019 DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation SemEval 2019 DANE: Domain Adaptive Network Embedding IJCAI 2019 DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns IJCAI 2019