Mitigating Temporal Misalignment by Discarding Outdated Facts

Mitigating Temporal Misalignment by Discarding Outdated Facts

24 May 2023

Michael J.Q. Zhang

Papers citing "Mitigating Temporal Misalignment by Discarding Outdated Facts"

17 / 17 papers shown

Title
Taming Knowledge Conflicts in Language Models Gaotang Li Yuzhong Chen Hanghang Tong KELM 44 0 0 14 Mar 2025
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations Litu Rout Yujia Chen Nataniel Ruiz C. Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 59 0 0 14 Oct 2024
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 28 0 0 15 Sep 2024
Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks? Urja Khurana Eric T. Nalisnick Antske Fokkens Swabha Swayamdipta 33 3 0 26 Aug 2024
Language Modeling with Editable External Knowledge Belinda Z. Li Emmy Liu Alexis Ross Abbas Zeitoun Graham Neubig Jacob Andreas KELM 25 4 0 17 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 28 14 0 10 Jun 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 27 9 0 10 Apr 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 198 92 0 13 Mar 2024
Set the Clock: Temporal Alignment of Pretrained Language Models Bowen Zhao Zander Brumbaugh Yizhong Wang Hanna Hajishirzi Noah A. Smith CLL KELM 20 9 0 26 Feb 2024
Time is Encoded in the Weights of Finetuned Language Models Kai Nylund Suchin Gururangan Noah A. Smith AI4TS 15 17 0 20 Dec 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 17 21 0 11 Oct 2023
Keeping in Time: Adding Temporal Context to Sentiment Analysis Models Dean Ninalga 23 0 0 24 Sep 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA Neeraj Varshney Chitta Baral 31 13 0 02 May 2023
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge Yasumasa Onoe Michael J.Q. Zhang Shankar Padmanabhan Greg Durrett Eunsol Choi KELM 201 73 0 02 May 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 90 0 23 May 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 219 341 0 21 Oct 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,586 0 21 Jan 2020