Transfer Learning

A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022 Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss AAAI 2022 AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022 AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition NeurIPS 2022 Adapting a Language Model While Preserving its General Knowledge EMNLP 2022 Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022 ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation CVPR 2022 A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts ACL 2022 Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets NeurIPS 2022 Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022 A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022 A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022 Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task EMNLP 2022 Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022 A Modular and Unified Framework for Detecting and Localizing Video Anomalies WACV 2022 Analyzing Multi-Task Learning for Abstractive Text Summarization EMNLP 2022 Ancestor-to-Creole Transfer is Not a Walk in the Park ACL 2022 An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning EMNLP 2022 An Exploration of Linguistically-Driven and Transfer Learning Methods for Euphemism Detection EMNLP 2022 Ant Multilingual Recognition System for OLR 2021 Challenge Interspeech 2022 APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022 A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022 A Semantics-Aware Approach to Automated Claim Verification ACL 2022 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022