VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers

22 May 2023

Papers citing "VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers"

6 / 6 papers shown

Title
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models Xiyu Liu Zhengxiao Liu Naibin Gu Zheng-Shen Lin Wanli Ma Ji Xiang Weiping Wang KELM 44 0 0 27 Aug 2024
Finding Transformer Circuits with Edge Pruning Adithya Bhaskar Alexander Wettig Dan Friedman Danqi Chen 53 14 0 24 Jun 2024
Knowledge Circuits in Pretrained Transformers Yunzhi Yao Ningyu Zhang Zekun Xi Meng Wang Ziwen Xu Shumin Deng Huajun Chen KELM 64 19 0 28 May 2024
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 210 486 0 01 Nov 2022
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency Giovanni Puccetti Anna Rogers Aleksandr Drozd F. Dell’Orletta 68 42 0 23 May 2022
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 213 110 0 09 Sep 2021