作者位次 #8/9ACL 2026Poster· Natural Language Processing
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
Jiyeon Kim · Hyunji Lee · Dylan Zhou · Sue Hyun Park · Seunghyun Yoon · Trung Bui · Franck Dernoncourt · Sungmin Cha · Minjoon Seo
摘要
LLMs operating in dynamic real-world contexts often encounter knowledge that evolves continuously or emerges incrementally. To remain accurate and effective, models must adapt to newly arriving information on the fly. We introduce Online Adaptation to Continual Knowledge Streams(OAKS) to evaluate...