Transfer Learning

Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 Meta Learning for Natural Language Processing: A Survey NAACL 2022 Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022 Methods for Estimating and Improving Robustness of Language Models NAACL 2022 MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL 2022 Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022 Mixed-effects transformers for hierarchical adaptation EMNLP 2022 Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract) AAAI 2022 Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech Interspeech 2022 ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language SemEval 2022 Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022 Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022 ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias ICML 2022 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022 MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022 Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022 MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022 MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Interspeech 2022 Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog NAACL 2022 Multicoated Supermasks Enhance Hidden Networks ICML 2022 Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022 Multi-Domain Targeted Sentiment Analysis NAACL 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022