LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languagesby…
Adaptive Combinatorial Maximization: Beyond Approximate Greedy Policiesby Shlomi Weitzman, Sivan SabatoFirst submitted to arxiv on:…
Hallucination Diversity-Aware Active Learning for Text Summarizationby Yu Xia, Xu Liu, Tong Yu, Sungchul Kim,…
Collaborative Active Learning in Conditional Trust Environmentby Zan-Kai Chong, Hiroyuki Ohsaki, Bryan NgFirst submitted to…
On the Fragility of Active Learners for Text Classificationby Abhishek Ghose, Emma Thuong NguyenFirst submitted…
DP-Dueling: Learning from Preference Feedback without Compromising User Privacyby Aadirupa Saha, Hilal AsiFirst submitted to…
Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networksby Benjamin Bobbia, Matthias…
CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HARby Minghui Qiu, Yandao Huang, Lin Chen,…
Deep Active Learning: A Reality Checkby Edrina Gashi, Jiankang Deng, Ismail EleziFirst submitted to arxiv…
Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspectionby Luiza Ribeiro Marnet, Yury Brodskiy,…