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

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12

24

14

20

29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018 Differentially Private Contextual Linear Bandits NeurIPS 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018 Distance Metric Facilitated Transportation between Heterogeneous Domains IJCAI 2018 Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018 Distributed Learning without Distress: Privacy-Preserving Empirical Risk Minimization NeurIPS 2018 Distributed Multitask Reinforcement Learning with Quadratic Convergence NeurIPS 2018 Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract) IJCAI 2018 Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? EMNLP 2018 Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification IJCAI 2018 Do Outliers Ruin Collaboration? ICML 2018 Double Path Networks for Sequence to Sequence Learning COLING 2018 Dual Adversarial Networks for Zero-shot Cross-media Retrieval IJCAI 2018 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018 Dysarthric Speech Classification Using Glottal Features Computed from Non-words, Words and Sentences Interspeech 2018 Effectiveness of Single-Channel BLSTM Enhancement for Language Identification Interspeech 2018 Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition MLHC 2018 Efficient Keyword Spotting Using Time Delay Neural Networks Interspeech 2018 ELFI: Engine for Likelihood-Free Inference JMLR 2018 ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System NAACL 2018 Embedding WordNet Knowledge for Textual Entailment COLING 2018 EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets SemEval 2018 Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning COLING 2018 EMR Coding with Semi-Parametric Multi-Head Matching Networks NAACL 2018