Transfer Learning

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022 A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022 A Hybrid Approach to Cross-lingual Product Review Summarization EMNLP 2022 AI-Driven Road Condition Monitoring across Multiple Nations AAAI 2022 ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification COLING 2022 Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions AISTATS 2022 Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022 Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings Interspeech 2022 Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022 Amplifying Membership Exposure via Data Poisoning NeurIPS 2022 A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022 Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models EMNLP 2022 A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022 An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift AISTATS 2022 Annotating Targets of Toxic Language at the Span Level COLING 2022 A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit COLING 2022 Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck Interspeech 2022 Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced Languages COLING 2022 Arabic Dialect Identification and Sentiment Classification using Transformer-based Models EMNLP 2022 Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022 ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture EMNLP 2022 A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning COLING 2022 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022 Assaying Out-Of-Distribution Generalization in Transfer Learning NeurIPS 2022 Assessing Combinational Generalization of Language Models in Biased Scenarios AACL 2022