Transfer Learning

Unlocking Knowledge with OCR-Driven Document Digitization for Peruvian Indigenous Languages NAACL 2024 Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024 Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024 Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024 UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis ICML 2024 UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond NeurIPS 2024 Using Large Language Models and Recruiter Expertise for Optimized Multilingual Job Offer – Applicant CV Matching IJCAI 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 Visual Fourier Prompt Tuning NeurIPS 2024 Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models ICML 2024 VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024 “Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024 V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark NeurIPS 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 What Are the Rules? Discovering Constraints from Data AAAI 2024 What is “Typological Diversity” in NLP? EMNLP 2024 What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NeurIPS 2024 What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NeurIPS 2024 When does perceptual alignment benefit vision representations? NeurIPS 2024 When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024 Why are Visually-Grounded Language Models Bad at Image Classification? NeurIPS 2024 WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024 Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024 Work in Progress: Text-to-speech on Edge Devices for Te Reo Māori and ‘Ōlelo Hawaiʻi COLING 2024 You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024