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Discriminator-Guided Multi-step Reasoning with Language Models


May 24, 2023
Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

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* 19 pages, 7 figures, and 8 tables 

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Unsupervised Task Graph Generation from Instructional Video Transcripts


Feb 17, 2023
Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee

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Multimodal Subtask Graph Generation from Instructional Videos


Feb 17, 2023
Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee

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Exploring the Benefits of Training Expert Language Models over Instruction Tuning


Feb 09, 2023
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo

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Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers


Jan 27, 2023
Sungmin Cha, Sungjun Cho, Dasol Hwang, Honglak Lee, Taesup Moon, Moontae Lee

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* Preprint 

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Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching


Jan 07, 2023
Byoungjip Kim, Sungik Choi, Dasol Hwang, Moontae Lee, Honglak Lee

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* 20 pages, 10 figures, NeurIPS 2022 

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Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost


Oct 27, 2022
Sungjun Cho, Seonwoo Min, Jinwoo Kim, Moontae Lee, Honglak Lee, Seunghoon Hong

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* 19 pages, 8 figures 

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Knowledge Unlearning for Mitigating Privacy Risks in Language Models


Oct 04, 2022
Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee, Lajanugen Logeswaran, Minjoon Seo

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Grouping-matrix based Graph Pooling with Adaptive Number of Clusters


Sep 07, 2022
Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong, Sehui Han, Moontae Lee, Honglak Lee

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* 10 pages, 3 figures 

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