Transfer Learning

Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding Interspeech 2022 Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022 Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL ICLR 2022 CSECU-DSG@SMM4H’22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews COLING 2022 CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition IJCAI 2022 CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022 CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022 CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task EMNLP 2022 CUP: Critic-Guided Policy Reuse NeurIPS 2022 D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat EMNLP 2022 Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican COLING 2022 Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ICML 2022 Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022 Data-Enabled Gradient Flow as Feedback Controller: Regulation of Linear Dynamical Systems to Minimizers of Unknown Functions L4DC 2022 Dataset Knowledge Transfer for Class-Incremental Learning Without Memory WACV 2022 DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022 Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022 Decoupling Zero-Shot Semantic Segmentation CVPR 2022 DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022 Deep CNN-based Inductive Transfer Learning for Sarcasm Detection in Speech Interspeech 2022 Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer Interspeech 2022 Deep Reference Priors: What is the best way to pretrain a model? ICML 2022 DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022 Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition Interspeech 2022