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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Sample-Then-Optimize Batch Neural Thompson Sampling NIPS 2022
Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022
Improving Both Domain Robustness and Domain Adaptability in Machine Translation COLING 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022
iFS-RCNN: An Incremental Few-Shot Instance Segmenter CVPR 2022
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022
Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression COLING 2022
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022
On Implicit Bias in Overparameterized Bilevel Optimization ICML 2022
BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL 2022
Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022
Towards Few-Shot Identification of Morality Frames using In-Context Learning EMNLP 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning EMNLP 2022
Meta-Learning Fast Weight Language Models EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction EMNLP 2022
DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022
Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments NAACL 2022
Teaching Interactively to Learn Emotions in Natural Language NAACL 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Learning To Learn and Remember Super Long Multi-Domain Task Sequence CVPR 2022