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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103

206

482

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1,124

1,566

1,867

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Papers (including subtopics)

Bernice: A Multilingual Pre-trained Encoder for Twitter EMNLP 2022 BERT Learns to Teach: Knowledge Distillation with Meta Learning ACL 2022 Better Embedding and More Shots for Few-shot Learning IJCAI 2022 Better Few-Shot Relation Extraction with Label Prompt Dropout EMNLP 2022 Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022 Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation IJCAI 2022 Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction EMNLP 2022 BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 Bi-linear Value Networks for Multi-goal Reinforcement Learning ICLR 2022 BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022 bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments ACL 2022 Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization ICML 2022 BJTU-Toshiba’s Submission to WMT22 Quality Estimation Shared Task EMNLP 2022 Black-Box Tuning for Language-Model-as-a-Service ICML 2022 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022 BM-NAS: Bilevel Multimodal Neural Architecture Search AAAI 2022 BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NeurIPS 2022 Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022 Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022 Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022 BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation CVPR 2022 BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting COLING 2022 Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation IJCAI 2022 Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets NeurIPS 2022 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NeurIPS 2022