Transfer Learning

Simultaneously Learning Transferable Symbols and Language Groundings from Perceptual Data for Instruction Following RSS 2020 SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models SemEval 2020 Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020 SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks WACV 2020 SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020 Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification CVPR 2020 Sources of Transfer in Multilingual Named Entity Recognition ACL 2020 Speech Emotion Recognition ‘in the Wild’ Using an Autoencoder Interspeech 2020 Speech Representation Learning for Emotion Recognition Using End-to-End ASR with Factorized Adaptation Interspeech 2020 Story-level Text Style Transfer: A Proposal ACL 2020 Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding Interspeech 2020 SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020 Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting AACL 2020 Supervised Domain Adaptation for Text-Independent Speaker Verification Using Limited Data Interspeech 2020 Swimming with the Tide? Positional Claim Detection across Political Text Types EMNLP 2020 Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes CVPR 2020 Tackling the Low-resource Challenge for Canonical Segmentation EMNLP 2020 Task-Robust Model-Agnostic Meta-Learning NeurIPS 2020 Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020 TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks EMNLP 2020 Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction AAAI 2020 Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution IJCAI 2020 Temporally-Informed Analysis of Named Entity Recognition ACL 2020 TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020 Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020