GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?

9 June 2024

Papers citing "GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?"

6 / 6 papers shown

Title
Memorization vs. Reasoning: Updating LLMs with New Knowledge Aochong Oliver Li Tanya Goyal KELM 50 0 0 16 Apr 2025
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG Jinyoung Kim Dayoon Ko Gunhee Kim 18 1 0 15 Oct 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 147 621 0 17 Oct 2023
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models Adam Livska Tomávs Kovciský E. Gribovskaya Tayfun Terzi Eren Sezener ... Susannah Young Ellen Gilsenan-McMahon Sophia Austin Phil Blunsom Angeliki Lazaridou KELM 232 89 0 23 May 2022
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 222 150 0 07 Oct 2021
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 241 236 0 10 Sep 2021