Transfer Learning

LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022 LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems AAAI 2022 Local Languages, Third Spaces, and other High-Resource Scenarios ACL 2022 Local Latent Space Bayesian Optimization over Structured Inputs NeurIPS 2022 Local-to-global learning for iterative training of production SLU models on new features NAACL 2022 LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022 Long-Tail Recognition via Compositional Knowledge Transfer CVPR 2022 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NeurIPS 2022 M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022 m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022 Machine Translation for a Very Low-Resource Language - Layer Freezing Approach on Transfer Learning COLING 2022 MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022 Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages ACL 2022 Making Linear MDPs Practical via Contrastive Representation Learning ICML 2022 MaNLP@SMM4H’22: BERT for Classification of Twitter Posts COLING 2022 MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022 Mapping Phonology to Semantics: A Computational Model of Cross-Lingual Spoken-Word Recognition COLING 2022 Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes IJCAI 2022 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022 Masked Autoencoding for Scalable and Generalizable Decision Making NeurIPS 2022 Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022 mattica@SMM4H’22: Leveraging sentiment for stance & premise joint learning COLING 2022 MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022 Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NeurIPS 2022 Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022