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)

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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020 Keep Doing What Worked: Behavior Modelling Priors for Offline Reinforcement Learning ICLR 2020 KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT SemEval 2020 Keyphrase Generation with GANs in Low-Resources Scenarios EMNLP 2020 KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions COLING 2020 Knowledge Distillation in Wide Neural Networks: Risk Bound, Data Efficiency and Imperfect Teacher NeurIPS 2020 Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases COLING 2020 Knowledge Graph Transfer Network for Few-Shot Recognition AAAI 2020 Knowledge Transfer for Learning Markov Equivalence Classes PGM 2020 KU-CST at the SIGMORPHON 2020 Task 2 on Unsupervised Morphological Paradigm Completion ACL 2020 KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media SemEval 2020 KungFu: Making Training in Distributed Machine Learning Adaptive OSDI 2020 Label Enhancement for Label Distribution Learning via Prior Knowledge IJCAI 2020 LAMOL: LAnguage MOdeling for Lifelong Language Learning ICLR 2020 Language Model Data Augmentation Based on Text Domain Transfer Interspeech 2020 Language Modeling for Speech Analytics in Under-Resourced Languages Interspeech 2020 Language Models are Few-Shot Learners NeurIPS 2020 Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020 Large Scale Author Obfuscation Using Siamese Variational Auto-Encoder: The SiamAO System COLING 2020 Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning Interspeech 2020 Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding Interspeech 2020 Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction AAAI 2020 Laughter Synthesis: Combining Seq2seq Modeling with Transfer Learning Interspeech 2020 LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments ICML 2020 Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? EMNLP 2020