Transfer Learning

Does Robustness on ImageNet Transfer to Downstream Tasks? CVPR 2022 Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022 Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022 Domain Alignment Meets Fully Test-Time Adaptation ACML 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022 Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022 Don’t Drop the Topic - The Role of the Prompt in Argument Identification in Student Writing NAACL 2022 Don’t Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning CoRL 2022 Don’t Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models EMNLP 2022 Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022 Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022 Drum Up SUPPORT: Systematic Analysis of Image-Schematic Conceptual Metaphors EMNLP 2022 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior NeurIPS 2022 Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022 E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition CVPR 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 EchoGen: Generating Conclusions from Echocardiogram Notes ACL 2022 ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis SemEval 2022 Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022 Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NeurIPS 2022 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022 Efficient and Modular Implicit Differentiation NeurIPS 2022 Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022