Application Areas

Outlier-Aware Training for Improving Group Accuracy Disparities AACL 2022 Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models NeurIPS 2022 Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations ICLR 2022 Out-of-Distribution Generalization With Causal Invariant Transformations CVPR 2022 Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling NeurIPS 2022 Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ACL 2022 Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022 Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022 Overcoming Oscillations in Quantization-Aware Training ICML 2022 Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation NAACL 2022 Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages ACL 2022 OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches SemEval 2022 Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers COLING 2022 Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering ACL 2022 PAC-Bayesian domain adaptation bounds for multiclass learners UAI 2022 PAC Guarantees and Effective Algorithms for Detecting Novel Categories JMLR 2022 Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets NSDI 2022 PAC-Net: A Model Pruning Approach to Inductive Transfer Learning ICML 2022 PAC Prediction Sets Under Covariate Shift ICLR 2022 PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions SemEval 2022 Pairwise Fairness for Ordinal Regression AISTATS 2022 PALBERT: Teaching ALBERT to Ponder NeurIPS 2022 PALI-NLP at SemEval-2022 Task 4: Discriminative Fine-tuning of Transformers for Patronizing and Condescending Language Detection SemEval 2022 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022 PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE ACL 2022