Transfer Learning

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022 Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022 Dataset Distillation by Matching Training Trajectories CVPR 2022 DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022 DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers CVPR 2022 Debiased Learning From Naturally Imbalanced Pseudo-Labels CVPR 2022 Decoupled Federated Learning for ASR with Non-IID Data Interspeech 2022 DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022 Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022 Deep Model Reassembly NeurIPS 2022 DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction EMNLP 2022 DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022 Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022 DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection NeurIPS 2022 Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022 Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation NeurIPS 2022 Distribution Consistent Neural Architecture Search CVPR 2022 DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages EMNLP 2022 Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ACL 2022 Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models ACL 2022 DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022 Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022 Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022 DUTNLP Machine Translation System for WMT22 General MT Task EMNLP 2022