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Demystifying How Self-Supervised Features Improve Training from Noisy Labels


Oct 18, 2021
Hao Cheng, Zhaowei Zhu, Xing Sun, Yang Liu


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Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation


Oct 16, 2021
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur

* 13 pages, 2 figures, 7 tables 

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A Short Study on Compressing Decoder-Based Language Models


Oct 16, 2021
Tianda Li, Yassir El Mesbahi, Ivan Kobyzev, Ahmad Rashid, Atif Mahmud, Nithin Anchuri, Habib Hajimolahoseini, Yang Liu, Mehdi Rezagholizadeh


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End-to-End Segmentation-based News Summarization


Oct 15, 2021
Yang Liu, Chenguang Zhu, Michael Zeng


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DirectQuote: A Dataset for Direct Quotation Extraction and Attribution in News Articles


Oct 15, 2021
Yuanchi Zhang, Yang Liu


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MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators


Oct 13, 2021
Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu

* Work in progress 

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A Good Representation Detects Noisy Labels


Oct 12, 2021
Zhaowei Zhu, Zihao Dong, Hao Cheng, Yang Liu


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The Rich Get Richer: Disparate Impact of Semi-Supervised Learning


Oct 12, 2021
Zhaowei Zhu, Tianyi Luo, Yang Liu


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Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation


Oct 11, 2021
Sashank Santhanam, Behnam Hedayatnia, Spandana Gella, Aishwarya Padmakumar, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur


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HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning


Oct 08, 2021
Shiming Chen, Guo-Sen Xie, Yang Liu, Qinmu Peng, Baigui Sun, Hao Li, Xinge You, Ling Shao

* Accepted by NeurIPS 2021 

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Stochastic Anderson Mixing for Nonconvex Stochastic Optimization


Oct 04, 2021
Fuchao Wei, Chenglong Bao, Yang Liu

* Accepted by the 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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FLASHE: Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning


Sep 29, 2021
Zhifeng Jiang, Wei Wang, Yang Liu

* 12 pages, 13 figures 

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"How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations


Sep 28, 2021
Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Behnam Hedayatnia, Dilek Hakkani-Tur

* To be presented at ASRU 2021 

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Learning to Selectively Learn for Weakly-supervised Paraphrase Generation


Sep 25, 2021
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu

* Accepted by EMNLP 2021 (long) 

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A survey of Bayesian Network structure learning


Sep 23, 2021
Neville K. Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham


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Commonsense-Focused Dialogues for Response Generation: An Empirical Study


Sep 21, 2021
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur

* Accepted at SIGDIAL 2021. 12 pages, 5 tables 

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Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems


Sep 18, 2021
Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur

* To appear at NLP4ConvAI workshop of EMNLP 2021 

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Non-smooth Bayesian Optimization in Tuning Problems


Sep 15, 2021
Hengrui Luo, James W. Demmel, Younghyun Cho, Xiaoye S. Li, Yang Liu

* 61 pages 

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Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search


Sep 12, 2021
Jialu Wang, Yang Liu, Xin Eric Wang

* 14 pages, EMNLP 2021 

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DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization


Sep 06, 2021
Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

* Preprint 

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GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning


Sep 05, 2021
Zelei Liu, Yuanyuan Chen, Han Yu, Yang Liu, Lizhen Cui


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SEC4SR: A Security Analysis Platform for Speaker Recognition


Sep 04, 2021
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu


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Generative Models for Multi-Illumination Color Constancy


Sep 02, 2021
Partha Das, Yang Liu, Sezer Karaoglu, Theo Gevers

* Accepted in International Conference on Computer Vision Workshop (ICCVW) 2021 

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Want To Reduce Labeling Cost? GPT-3 Can Help


Aug 30, 2021
Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

* Findings of EMNLP 2021, 11 pages 

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SynthIA: A Synthetic Inversion Approximation for the Stokes Vector Fusing SDO and Hinode into a Virtual Observatory


Aug 27, 2021
Richard E. L. Higgins, David F. Fouhey, Spiro K. Antiochos, Graham Barnes, Mark C. M. Cheung, J. Todd Hoeksema, KD Leka, Yang Liu, Peter W. Schuck, Tamas I. Gombosi


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PASTO: Strategic Parameter Optimization in Recommendation Systems -- Probabilistic is Better than Deterministic


Aug 20, 2021
Weicong Ding, Hanlin Tang, Jingshuo Feng, Lei Yuan, Sen Yang, Guangxu Yang, Jie Zheng, Jing Wang, Qiang Su, Dong Zheng, Xuezhong Qiu, Yongqi Liu, Yuxuan Chen, Yang Liu, Chao Song, Dongying Kong, Kai Ren, Peng Jiang, Qiao Lian, Ji Liu


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Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation


Aug 17, 2021
Jiabo Huang, Yang Liu, Shaogang Gong, Hailin Jin

* International Conference on Computer Vision (ICCV'21) 

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Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks


Aug 16, 2021
Yu-Qi Yang, Peng-Shuai Wang, Yang Liu


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