knowledge distillation

aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022 Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022 A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation ACL 2022 A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022 An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022 An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching AACL 2022 An Efficient Active Learning Pipeline for Legal Text Classification EMNLP 2022 An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation AAAI 2022 Anomaly Detection via Reverse Distillation From One-Class Embedding CVPR 2022 An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ACL 2022 Are All Linear Regions Created Equal? AISTATS 2022 ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ACL 2022 A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling and Self-distillation ACML 2022 Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos EMNLP 2022 Association Graph Learning for Multi-Task Classification with Category Shifts NeurIPS 2022 Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again NeurIPS 2022 Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks NAACL 2022 Attention Temperature Matters in Abstractive Summarization Distillation ACL 2022 Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022 Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022 Auto-Transfer: Learning to Route Transferable Representations ICLR 2022 Backdoor Attacks on Self-Supervised Learning CVPR 2022 Bag of Instances Aggregation Boosts Self-supervised Distillation ICLR 2022 Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022