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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66

53

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103

206

482

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1,124

1,566

1,867

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2,658

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Papers (including subtopics)

Intent Preference Decoupling for User Representation on Online Recommender System IJCAI 2020 Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020 Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020 Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations NeurIPS 2020 Interventional Few-Shot Learning NeurIPS 2020 IntKB: A Verifiable Interactive Framework for Knowledge Base Completion COLING 2020 Intra-Correlation Encoding for Chinese Sentence Intention Matching COLING 2020 Invariant Causal Prediction for Block MDPs ICML 2020 Inverting Gradients - How easy is it to break privacy in federated learning? NeurIPS 2020 Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020 Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions ACL 2020 Investigating Transferability in Pretrained Language Models EMNLP 2020 IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL IJCAI 2020 IsOBS: An Information System for Oracle Bone Script EMNLP 2020 iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020 Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020 Iterative Domain-Repaired Back-Translation EMNLP 2020 JBNU at SemEval-2020 Task 4: BERT and UniLM for Commonsense Validation and Explanation SemEval 2020 jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ACL 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 2020 Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020 Joint Persian Word Segmentation Correction and Zero-Width Non-Joiner Recognition Using BERT COLING 2020 JukeBox: A Multilingual Singer Recognition Dataset Interspeech 2020 JUST at SemEval-2020 Task 11: Detecting Propaganda Techniques Using BERT Pre-trained Model SemEval 2020 Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout NeurIPS 2020