Application Areas

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022 Procedural generalization by planning with self-supervised world models ICLR 2022 Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022 Production federated keyword spotting via distillation, filtering, and joint federated-centralized training Interspeech 2022 Product Ranking for Revenue Maximization with Multiple Purchases NeurIPS 2022 Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs EMNLP 2022 ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training ICML 2022 Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search WACV 2022 Projection Predictive Inference for Generalized Linear and Additive Multilevel Models AISTATS 2022 Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher COLING 2022 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022 Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022 Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022 Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization NeurIPS 2022 Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models EMNLP 2022 Prompt Distribution Learning CVPR 2022 Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022 Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt IJCAI 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients ICLR 2022 Protecting Intellectual Property of Language Generation APIs with Lexical Watermark AAAI 2022 Proto2Proto: Can You Recognize the Car, the Way I Do? CVPR 2022 ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces (Extended Abstract) IJCAI 2022 Prototype Based Classification from Hierarchy to Fairness ICML 2022 Prototypical Contrastive Predictive Coding ICLR 2022