Title
Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions Gokul Yenduri M. Ramalingam G. C. Selvi Y. Supriya Gautam Srivastava ... Rutvij H. Jhaveri B. Prabadevi Weizheng Wang Athanasios V. Vasilakos Thippa Reddy Gadekallu AI4CE LM&MA 22 167 0 11 May 2023
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On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 30 41 0 07 Apr 2023
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LLMSecEval: A Dataset of Natural Language Prompts for Security Evaluations Catherine Tony Markus Mutas Nicolás E. Díaz Ferreyra Riccardo Scandariato ELM 15 44 0 16 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 33 100 0 13 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 30 42 0 10 Mar 2023
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry Wenxin Jiang Nicholas Synovic Matt Hyatt Taylor R. Schorlemmer R. Sethi Yung-Hsiang Lu George K. Thiruvathukal James C. Davis 33 64 0 05 Mar 2023
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Understanding Natural Language Understanding Systems. A Critical Analysis Alessandro Lenci ELM 34 12 0 01 Mar 2023
Novel Machine Learning Approach for Predicting Poverty using Temperature and Remote Sensing Data in Ethiopia O. Shah K. Tallam 14 3 0 28 Feb 2023
DeepSeq: Deep Sequential Circuit Learning Sadaf Khan Zhengyuan Shi Min Li Qiang Xu GNN 31 8 0 27 Feb 2023
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources H. Kazmi Pierre Pinson 16 0 0 22 Feb 2023
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BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing Jiali Wei Ming Fan Wenjing Jiao Wuxia Jin Ting Liu AAML 29 11 0 25 Jan 2023
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Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 71 311 0 19 Dec 2022
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Protein Language Models and Structure Prediction: Connection and Progression Bozhen Hu Jun Xia Jiangbin Zheng Cheng Tan Yufei Huang Yongjie Xu Stan Z. Li 27 40 0 30 Nov 2022
A Survey of Text Representation Methods and Their Genealogy Philipp Siebers Christian Janiesch Patrick Zschech AI4TS 22 9 0 26 Nov 2022
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future P. Hacker AILaw 26 60 0 25 Nov 2022
On the Compositional Generalization Gap of In-Context Learning Arian Hosseini Ankit Vani Dzmitry Bahdanau Alessandro Sordoni Rameswar Panda 24 24 0 15 Nov 2022
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Finding Skill Neurons in Pre-trained Transformer-based Language Models Xiaozhi Wang Kaiyue Wen Zhengyan Zhang Lei Hou Zhiyuan Liu Juanzi Li MILM MoE 27 50 0 14 Nov 2022
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale Weijie Sun Sunil Vasu Kalmady N. Sepehrvand L. Chu Zihan Wang Amir Salimi Abram Hindle Russ Greiner Padma Kaul 10 5 0 14 Nov 2022
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A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 24 123 0 11 Nov 2022
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COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 18 22 0 08 Nov 2022
A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks Yasmen Wahba N. Madhavji John Steinbacher VLM 14 20 0 04 Nov 2022
Exploring Mode Connectivity for Pre-trained Language Models Yujia Qin Cheng Qian Jing Yi Weize Chen Yankai Lin Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 29 20 0 25 Oct 2022
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Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models Hao Zhang 17 0 0 19 Oct 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 39 17 0 17 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 31 47 0 13 Oct 2022