| Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources | Nov 14, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning | Nov 12, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling | Nov 12, 2019 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning | Nov 11, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Meta Label Correction for Noisy Label Learning | Nov 10, 2019 | Image ClassificationLearning with noisy labels | CodeCode Available | 0 |
| Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks | Nov 10, 2019 | DiversityEntity Typing | CodeCode Available | 0 |
| Learning to reinforcement learn for Neural Architecture Search | Nov 9, 2019 | Meta-LearningNeural Architecture Search | CodeCode Available | 0 |
| Shaping Visual Representations with Language for Few-shot Classification | Nov 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Fair Meta-Learning: Learning How to Learn Fairly | Nov 6, 2019 | AttributeFairness | —Unverified | 0 |
| Addressing Ambiguity of Emotion Labels Through Meta-Learning | Nov 6, 2019 | Emotion RecognitionMeta-Learning | —Unverified | 0 |
| Learning One-Shot Imitation from Humans without Humans | Nov 4, 2019 | Imitation LearningMeta-Learning | CodeCode Available | 0 |
| Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach | Nov 1, 2019 | Meta-LearningSemantic Similarity | —Unverified | 0 |
| Seeded self-play for language learning | Nov 1, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Hierarchical Expert Networks for Meta-Learning | Oct 31, 2019 | image-classificationImage Classification | —Unverified | 0 |
| RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning Pipelines | Oct 31, 2019 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks | Oct 31, 2019 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation | Oct 30, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| When MAML Can Adapt Fast and How to Assist When It Cannot | Oct 30, 2019 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
| Meta-Learning to Cluster | Oct 30, 2019 | ClusteringMeta-Learning | —Unverified | 0 |
| Meta-learning for robust child-adult classification from speech | Oct 28, 2019 | ClassificationMeta-Learning | —Unverified | 0 |
| HIDRA: Head Initialization across Dynamic targets for Robust Architectures | Oct 28, 2019 | Meta-Learning | CodeCode Available | 0 |
| Meta Learning for End-to-End Low-Resource Speech Recognition | Oct 26, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection | Oct 25, 2019 | Event DetectionEvent Extraction | CodeCode Available | 0 |
| Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning | Oct 24, 2019 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 2 |
| Speaker Adaptive Training using Model Agnostic Meta-Learning | Oct 23, 2019 | Meta-Learningmodel | CodeCode Available | 0 |
