2 papers
cs.CL2024
Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark
Jian Wu, Linyi Yang, Zhen Wang +2
While Large Language Models (LLMs) excel in question-answering (QA) tasks, their real reasoning abilities on multiple evidence retrieval and integration on Multi-hop QA tasks remai…
cs.LG2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers
Dongyuan Li, Zhen Wang, Yankai Chen +3
Active learning seeks to achieve strong performance with fewer training samples. It does this by iteratively asking an oracle to label new selected samples in a human-in-the-loop m…