Transfer Learning

SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023 STEN-TTS: Improving Zero-shot Cross-Lingual Transfer for Multi-Lingual TTS with Style-Enhanced Normalization Diffusion Framework Interspeech 2023 Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023 STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion EMNLP 2023 Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages ACL 2023 Strategic Knowledge Transfer JMLR 2023 Structural Re-weighting Improves Graph Domain Adaptation ICML 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023 Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation WACV 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023 StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning CVPR 2023 Superlim: A Swedish Language Understanding Evaluation Benchmark EMNLP 2023 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts ICLR 2023 SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models NeurIPS 2023 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023 Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? CoNLL 2023 Syntax and Geometry of Information ACL 2023 Systematic Generalization by Finetuning? Analyzing Pretrained Language Models Using Constituency Tests EMNLP 2023 T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation NeurIPS 2023 Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023 TADA: Efficient Task-Agnostic Domain Adaptation for Transformers ACL 2023 Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval AAAI 2023 TAM of SCNU at SemEval-2023 Task 1: FCLL: A Fine-grained Contrastive Language-Image Learning Model for Cross-language Visual Word Sense Disambiguation SemEval 2023 Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ACL 2023 Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences Interspeech 2023