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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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Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples

Mar 14, 2020
Paarth Neekhara, Shehzeen Hussain, Malhar Jere, Farinaz Koushanfar, Julian McAuley

* 10 pages, 4 figures 

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ReZero is All You Need: Fast Convergence at Large Depth

Mar 10, 2020
Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao, Garrison W. Cottrell, Julian McAuley


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Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation

Sep 02, 2019
Liliang Ren, Jianmo Ni, Julian McAuley

* The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

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Generating Personalized Recipes from Historical User Preferences

Aug 31, 2019
Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian McAuley

* Accepted in EMNLP 2019. Data and codes are available at https://github.com/majumderb/recipe-personalization 

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CosRec: 2D Convolutional Neural Networks for Sequential Recommendation

Aug 27, 2019
An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian McAuley

* To appear in CIKM-2019, code at https://github.com/zzxslp/CosRec 

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Improving Neural Story Generation by Targeted Common Sense Grounding

Aug 26, 2019
Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian McAuley, Garrison W. Cottrell


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LakhNES: Improving multi-instrumental music generation with cross-domain pre-training

Jul 10, 2019
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li, Garrison W. Cottrell, Julian McAuley

* Published as a conference paper at ISMIR 2019 

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Fine-Grained Spoiler Detection from Large-Scale Review Corpora

May 31, 2019
Mengting Wan, Rishabh Misra, Ndapa Nakashole, Julian McAuley

* 6 pages; ACL'19 

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Universal Adversarial Perturbations for Speech Recognition Systems

May 09, 2019
Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar

* 5 Pages, 3 figures 

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Expediting TTS Synthesis with Adversarial Vocoding

Apr 16, 2019
Paarth Neekhara, Chris Donahue, Miller Puckette, Shlomo Dubnov, Julian McAuley


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Embryo staging with weakly-supervised region selection and dynamically-decoded predictions

Apr 09, 2019
Tingfung Lau, Nathan Ng, Julian Gingold, Nina Desai, Julian McAuley, Zachary C. Lipton


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Complete the Look: Scene-based Complementary Product Recommendation

Dec 04, 2018
Wang-Cheng Kang, Eric Kim, Jure Leskovec, Charles Rosenberg, Julian McAuley


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Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering

Oct 02, 2018
Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian McAuley


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Adversarial Audio Synthesis

Sep 27, 2018
Chris Donahue, Julian McAuley, Miller Puckette


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Visually-Aware Personalized Recommendation using Interpretable Image Representations

Aug 21, 2018
Charles Packer, Julian McAuley, Arnau Ramisa

* AI for Fashion workshop, held in conjunction with KDD 2018, London. 4 pages 

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Self-Attentive Sequential Recommendation

Aug 20, 2018
Wang-Cheng Kang, Julian McAuley

* Accepted by ICDM'18 as a long paper 

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The NES Music Database: A multi-instrumental dataset with expressive performance attributes

Jun 12, 2018
Chris Donahue, Huanru Henry Mao, Julian McAuley

* Published as a conference paper at ISMIR 2018 

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Does mitigating ML's impact disparity require treatment disparity?

Feb 28, 2018
Zachary C. Lipton, Alexandra Chouldechova, Julian McAuley


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Semantically Decomposing the Latent Spaces of Generative Adversarial Networks

Feb 22, 2018
Chris Donahue, Zachary C. Lipton, Akshay Balsubramani, Julian McAuley

* Published as a conference paper at ICLR 2018 

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