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Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation


Sep 25, 2021
An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu

* Findings of EMNLP 2021 

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Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding


Sep 24, 2021
Zexue He, Bodhisattwa Prasad Majumder, Julian McAuley

* To appear at EMNLP-2021 as Findings 

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Modeling Dynamic Attributes for Next Basket Recommendation


Sep 23, 2021
Yongjun Chen, Jia Li, Chenghao Liu, Chenxi Li, Markus Anderle, Julian McAuley, Caiming Xiong


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A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions


Sep 09, 2021
Xiaocong Chen, Lina Yao, Julian McAuley, Guanglin Zhou, Xianzhi Wang


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Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression


Sep 07, 2021
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley, Furu Wei

* Accepted to EMNLP 2021 (main conference) 

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Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction


Sep 01, 2021
Zhenrui Yue, Zhankui He, Huimin Zeng, Julian McAuley

* Accepted to RecSys 2021 

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Contrastive Self-supervised Sequential Recommendation with Robust Augmentation


Aug 14, 2021
Zhiwei Liu, Yongjun Chen, Jia Li, Philip S. Yu, Julian McAuley, Caiming Xiong

* Under-review. Work done during Zhiwei's intern at Salesforce. Inc 

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An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition


Aug 03, 2021
Sachinda Edirisooriya, Hao-Wen Dong, Julian McAuley, Taylor Berg-Kirkpatrick

* Accepted to ISMIR 2021 

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Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music


Jul 13, 2021
Hao-Wen Dong, Chris Donahue, Taylor Berg-Kirkpatrick, Julian McAuley

* Accepted to ISMIR 2021 

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SVP-CF: Selection via Proxy for Collaborative Filtering Data


Jul 11, 2021
Noveen Sachdeva, Carole-Jean Wu, Julian McAuley

* 11 pages, 3 figures, accepted at the SubSetML workshop at ICML '21 (Link: https://sites.google.com/view/icml-2021-subsetml/home

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Weakly Supervised Named Entity Tagging with Learnable Logical Rules


Jul 05, 2021
Jiacheng Li, Haibo Ding, Jingbo Shang, Julian McAuley, Zhe Feng


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Rationale-Inspired Natural Language Explanations with Commonsense


Jun 25, 2021
Bodhisattwa Prasad Majumder, Oana-Maria Camburu, Thomas Lukasiewicz, Julian McAuley


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Unsupervised Enrichment of Persona-grounded Dialog with Background Stories


Jun 15, 2021
Bodhisattwa Prasad Majumder, Taylor Berg-Kirkpatrick, Julian McAuley, Harsh Jhamtani

* Accepted at ACL 2021 for oral presentation 

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Meta Learning for Knowledge Distillation


Jun 08, 2021
Wangchunshu Zhou, Canwen Xu, Julian McAuley


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SHARE: a System for Hierarchical Assistive Recipe Editing


May 17, 2021
Shuyang Li, Yufei Li, Jianmo Ni, Julian McAuley


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Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge


Apr 14, 2021
Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley, Julian McAuley

* Accepted in NAACL 2021, Code is available at https://github.com/microsoft/clarification-qgen-globalinfo 

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Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge


Apr 06, 2021
Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian McAuley, Furu Wei

* NAACL 2021 

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WaveGuard: Understanding and Mitigating Audio Adversarial Examples


Mar 04, 2021
Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar

* Published as a conference paper at Usenix Security 2021 

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Cross-modal Adversarial Reprogramming


Feb 15, 2021
Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley

* 12 pages, 3 figures 

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Expressive Neural Voice Cloning


Jan 30, 2021
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian McAuley

* 12 pages, 2 figures, 2 tables 

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Zero-shot Generalization in Dialog State Tracking through Generative Question Answering


Jan 20, 2021
Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian McAuley

* Accepted as a Long Paper at EACL 2021 

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Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions


Oct 07, 2020
Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian McAuley

* Accepted in EMNLP 2020 

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Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays


Oct 06, 2020
Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian McAuley

* 7 pages, 2 figures, to be published in Findings of EMNLP 2020 

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MusPy: A Toolkit for Symbolic Music Generation


Aug 05, 2020
Hao-Wen Dong, Ke Chen, Julian McAuley, Taylor Berg-Kirkpatrick

* Accepted by International Society for Music Information Retrieval Conference (ISMIR), 2020 

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BERT Loses Patience: Fast and Robust Inference with Early Exit


Jun 29, 2020
Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian McAuley, Ke Xu, Furu Wei

* 13 pages 

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How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements


May 25, 2020
Noveen Sachdeva, Julian McAuley

* 4 pages, 3 figures. Accepted for publication at SIGIR '20 

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Speech Recognition and Multi-Speaker Diarization of Long Conversations


May 16, 2020
Huanru Henry Mao, Shuyang Li, Julian McAuley, Garrison Cottrell


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Developing a Recommendation Benchmark for MLPerf Training and Inference


Apr 14, 2020
Carole-Jean Wu, Robin Burke, Ed H. Chi, Joseph Konstan, Julian McAuley, Yves Raimond, Hao Zhang


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Interview: A Large-Scale Open-Source Corpus of Media Dialog


Apr 07, 2020
Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian McAuley


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