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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103

206

482

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1,124

1,566

1,867

2,410

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Papers (including subtopics)

The NITS-CNLP System for the Unsupervised MT Task at WMT 2020 EMNLP 2020 Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020 The State and Fate of Linguistic Diversity and Inclusion in the NLP World ACL 2020 The Summary Loop: Learning to Write Abstractive Summaries Without Examples ACL 2020 The TechQA Dataset ACL 2020 The University of Edinburgh’s submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks EMNLP 2020 The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020 The XMUSPEECH System for Short-Duration Speaker Verification Challenge 2020 Interspeech 2020 The XMUSPEECH System for the AP19-OLR Challenge Interspeech 2020 The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units Interspeech 2020 Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation AAAI 2020 Thompson Sampling for Linearly Constrained Bandits AISTATS 2020 Throughput-Optimal Topology Design for Cross-Silo Federated Learning NeurIPS 2020 TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020 TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact IJCAI 2020 Torch-Struct: Deep Structured Prediction Library ACL 2020 Toward Explainable Fashion Recommendation WACV 2020 Towards Enhancing Faithfulness for Neural Machine Translation EMNLP 2020 Towards Fast Adaptation of Neural Architectures with Meta Learning ICLR 2020 Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers COLING 2020 Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020 Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning EMNLP 2020 Towards Robotic Assembly by Predicting Robust, Precise and Task-oriented Grasps CoRL 2020 Towards the First Machine Translation System for Sumerian Transliterations COLING 2020 Towards Understanding ASR Error Correction for Medical Conversations ACL 2020