Transfer Learning

Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification ICLR 2022 Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022 Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022 Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation COLING 2022 TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022 Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022 Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022 Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022 Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022 Template-free Prompt Tuning for Few-shot NER NAACL 2022 TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022 Test Time Adaptation via Conjugate Pseudo-labels NeurIPS 2022 Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS Interspeech 2022 Textless Speech-to-Speech Translation on Real Data NAACL 2022 TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022 That Slepen Al the Nyght with Open Ye! Cross-era Sequence Segmentation with Switch-memory ACL 2022 The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada ACL 2022 The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022 The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains EMNLP 2022 The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022 The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia COLING 2022 The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift NeurIPS 2022 The Power of Prompt Tuning for Low-Resource Semantic Parsing ACL 2022