VISIT: Visualizing and Interpreting the Semantic Information Flow of
Transformers

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VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

22 May 2023

Yonatan Belinkov

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

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

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AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling Preslav Aleksandrov Meghdad Kurmanji Fernando Garcia Redondo David O'Shea William F. Shen Alex Iacob Lorenzo Sani Xinchi Qiu Nicola Cancedda Nicholas D. Lane 130 4 0 11 Jul 2025
Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models Jiaxiang Liu Boxuan Xing Chenhao Yuan Chenxiang Zhang Di Wu ... Haida Yu Chuhan Lang Pengfei Cao Jun Zhao Kang Liu 132 0 0 10 Jun 2025
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety Seongmin Lee Aeree Cho Grace C. Kim ShengYun Peng Mansi Phute Duen Horng Chau LM&MA AI4CE 245 3 0 05 Jun 2025
How Post-Training Reshapes LLMs: A Mechanistic View on Knowledge, Truthfulness, Refusal, and ConfidenceSIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2025 Hongzhe Du Weikai Li Min Cai Jiaqi W. Ma Zimin Zhang Himabindu Lakkaraju Tony Nowatzki Shichang Zhang KELM 203 3 0 03 Apr 2025
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Xiyu Liu Zhengxiao Liu Naibin Gu Zheng Lin Wanli Ma Ji Xiang Weiping Wang KELM 275 3 0 27 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 302 23 0 27 Jul 2024
Finding Transformer Circuits with Edge Pruning Adithya Bhaskar Alexander Wettig Dan Friedman Danqi Chen 421 32 0 24 Jun 2024
Knowledge Circuits in Pretrained Transformers Yunzhi Yao Ningyu Zhang Zekun Xi Meng Wang Ziwen Xu Shumin Deng Huajun Chen KELM 321 41 0 28 May 2024
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,183 0 16 Feb 2016