Title
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Guangxuan Xiao Ji Lin Mickael Seznec Hao Wu Julien Demouth Song Han MQ 255 844 0 18 Nov 2022
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Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 80 8 0 18 Oct 2022
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Differentially Private Optimization on Large Model at Small Cost Zhiqi Bu Yu Wang Sheng Zha George Karypis 112 55 0 30 Sep 2022
Differentially Private Bias-Term Fine-tuning of Foundation Models Zhiqi Bu Yu Wang Sheng Zha George Karypis 126 48 0 30 Sep 2022
What Makes Pre-trained Language Models Better Zero-shot Learners? Jinghui Lu Dongsheng Zhu Weidong Han Rui Zhao Brian Mac Namee Fei Tan 101 24 0 30 Sep 2022
YATO: Yet Another deep learning based Text analysis Open toolkit Zeqiang Wang Yile Wang Jiageng Wu Zhiyang Teng Jie Yang 100 3 0 28 Sep 2022
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Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity Gabriel Simmons 183 67 0 24 Sep 2022
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FOLIO: Natural Language Reasoning with First-Order Logic Simeng Han Hailey Schoelkopf Yilun Zhao Zhenting Qi Martin Riddell ... Yingbo Zhou Caiming Xiong Rex Ying Arman Cohan Dragomir R. Radev ReLM LRM 131 109 0 02 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 488 1,425 0 02 Sep 2022
gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li Lei Zou 62 5 0 20 Aug 2022
CP-PINNs: Data-Driven Changepoints Detection in PDEs Using Online Optimized Physics-Informed Neural Networks Zhi-Ling Dong Pawel Polak PINN 92 1 0 18 Aug 2022
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 65 59 0 01 Aug 2022
Location reference recognition from texts: A survey and comparison Xuke Hu Zhiyong Zhou Hao Li Yingjie Hu F. Gu J. Kersten H. Fan Friederike Klan 55 51 0 04 Jul 2022
Worldwide AI Ethics: a review of 200 guidelines and recommendations for AI governance N. Corrêa Camila Galvão J. Santos C. Pino Edson Pontes Pinto ... Diogo Massmann Rodrigo Mambrini Luiza Galvao Edmund Terem Nythamar Fernandes de Oliveira 138 99 0 23 Jun 2022
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DeepNet: Scaling Transformers to 1,000 Layers Hongyu Wang Shuming Ma Li Dong Shaohan Huang Dongdong Zhang Furu Wei MoE AI4CE 136 162 0 01 Mar 2022
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 133 72 0 28 Feb 2022
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding Giulio Pagnotta Dorjan Hitaj Briland Hitaj Fernando Perez-Cruz L. Mancini 74 5 0 12 Feb 2022
Unveiling Project-Specific Bias in Neural Code Models Zhiming Li Yanzhou Li Tianlin Li Mengnan Du Bozhi Wu Yushi Cao Yi Li Yang Liu 84 5 0 19 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 141 230 0 14 Jan 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 63 14 0 04 Jan 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 197 1,100 0 01 Nov 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy Gerhard Weikum RALM 130 34 0 19 Aug 2021
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