DyKnow:Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs

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DyKnow:Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs

10 April 2024

Seyed Mahed Mousavi

Giuseppe Riccardi

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Papers citing "DyKnow:Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs"

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Title
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research Luca Soldaini Rodney Michael Kinney Akshita Bhagia Dustin Schwenk David Atkinson ... Hanna Hajishirzi Iz Beltagy Dirk Groeneveld Jesse Dodge Kyle Lo 92 276 0 31 Jan 2024
TempTabQA: Temporal Question Answering for Semi-Structured Tables Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 58 20 0 14 Nov 2023
A Survey on Knowledge Editing of Neural Networks Vittorio Mazzia Alessandro Pedrani Andrea Caciolai Kay Rottmann Davide Bernardi KELM 73 25 0 30 Oct 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 89 147 0 20 Aug 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 86 307 0 22 May 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 72 216 0 22 May 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 394 2,392 0 09 Nov 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 194 3,146 0 20 Oct 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 133 584 0 13 Oct 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 138 193 0 27 Jul 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 105 361 0 13 Jun 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models Joel Jang Seonghyeon Ye Changho Lee Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Minjoon Seo CLL KELM 85 98 0 29 Apr 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 248 1,357 0 10 Feb 2022
A Dataset for Answering Time-Sensitive Questions Wenhu Chen Xinyi Wang Wenjie Wang 94 128 0 13 Aug 2021
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 95 280 0 29 Jun 2021
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 163 840 0 29 Dec 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 450 20,298 0 23 Oct 2019