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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12

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14

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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)

Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition Interspeech 2018 End-to-End Graph-Based TAG Parsing with Neural Networks NAACL 2018 Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach SemEval 2018 EPUTION at SemEval-2018 Task 2: Emoji Prediction with User Adaption SemEval 2018 Evolved Policy Gradients NeurIPS 2018 Examining Temporality in Document Classification ACL 2018 Experiments with Universal CEFR Classification NAACL 2018 Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML 2018 Exploiting Document Knowledge for Aspect-level Sentiment Classification ACL 2018 Exploiting Structure in Representation of Named Entities using Active Learning COLING 2018 Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples ACL 2018 Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation COLING 2018 Extracting Relationships by Multi-Domain Matching NeurIPS 2018 Extrapolation in NLP NAACL 2018 Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia COLING 2018 Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents NAACL 2018 Fast Language Adaptation Using Phonological Information Interspeech 2018 Feasible Arm Identification ICML 2018 Feature Generating Networks for Zero-Shot Learning CVPR 2018 FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP 2018 Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018 Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018 Few-Shot Image Recognition by Predicting Parameters From Activations CVPR 2018 Fine-Grained Emotion Detection in Health-Related Online Posts EMNLP 2018 FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NeurIPS 2018