Transfer Learning

SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023 Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023 Search Augmented Instruction Learning EMNLP 2023 Second Language Acquisition of Neural Language Models ACL 2023 SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023 Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023 Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NeurIPS 2023 Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023 Semantic Human Parsing via Scalable Semantic Transfer Over Multiple Label Domains CVPR 2023 SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023 SERENGETI: Massively Multilingual Language Models for Africa ACL 2023 Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding ACL 2023 Sheffield’s Submission to the AmericasNLP Shared Task on Machine Translation into Indigenous Languages ACL 2023 SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2023 SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token EMNLP 2023 SKAM at SemEval-2023 Task 10: Linguistic Feature Integration and Continuous Pretraining for Online Sexism Detection and Classification SemEval 2023 SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023 Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation ACL 2023 Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023 Soft Action Priors: Towards Robust Policy Transfer AAAI 2023 Soft Language Clustering for Multilingual Model Pre-training ACL 2023 Source-free Domain Adaptive Human Pose Estimation ICCV 2023 Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning CVPR 2023 SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023 Specializing Smaller Language Models towards Multi-Step Reasoning ICML 2023