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Infinite Recommendation Networks: A Data-Centric Approach



Noveen Sachdeva , Mehak Preet Dhaliwal , Carole-Jean Wu , Julian McAuley

* 22 pages, 14 figures, submitted to NeurIPS'22 

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Assistive Recipe Editing through Critiquing



Diego Antognini , Shuyang Li , Boi Faltings , Julian McAuley

* 5 pages, 1 figure, 4 tables, 1 algorithm 

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Instilling Type Knowledge in Language Models via Multi-Task QA



Shuyang Li , Mukund Sridhar , Chandana Satya Prakash , Jin Cao , Wael Hamza , Julian McAuley

* Findings of NAACL 2022; dataset link: https://github.com/amazon-research/wikiwiki-dataset 

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Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification



Han Wang , Canwen Xu , Julian McAuley

* NAACL 2022 (main conference) 

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FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes



Paarth Neekhara , Shehzeen Hussain , Xinqiao Zhang , Ke Huang , Julian McAuley , Farinaz Koushanfar

* 13 pages, 8 figures 

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Coarse-to-Fine Sparse Sequential Recommendation



Jiacheng Li , Tong Zhao , Jin Li , Jim Chan , Christos Faloutsos , George Karypis , Soo-Min Pantel , Julian McAuley

* Accepted as conference paper at SIGIR 2022 

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Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection



Bodhisattwa Prasad Majumder , Harsh Jhamtani , Taylor Berg-Kirkpatrick , Julian McAuley

* Accepted at ACL 2022 main conference 

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LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval



Canwen Xu , Daya Guo , Nan Duan , Julian McAuley

* ACL 2022 (Findings) 

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Leashing the Inner Demons: Self-Detoxification for Language Models



Canwen Xu , Zexue He , Zhankui He , Julian McAuley

* AAAI 2022 

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