Transfer Learning

Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022 Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022 Examining Scaling and Transfer of Language Model Architectures for Machine Translation ICML 2022 Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports NAACL 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022 Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network CVPR 2022 Exploring evolution-aware & -free protein language models as protein function predictors NeurIPS 2022 Exploring Length Generalization in Large Language Models NeurIPS 2022 Exploring linguistic feature and model combination for speech recognition based automatic AD detection Interspeech 2022 Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022 Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022 Exploring Neural Models for Query-Focused Summarization NAACL 2022 Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch Interspeech 2022 Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction Interspeech 2022 Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NeurIPS 2022 ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning ICLR 2022 ExtEnD: Extractive Entity Disambiguation ACL 2022 Extracting Latent State Representations with Linear Dynamics from Rich Observations ICML 2022 Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ACL 2022 EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022 Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits NeurIPS 2022 FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages AACL 2022 Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022 FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation EMNLP 2022