Title
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation Junying Chen Dongfang Li Qingcai Chen Wenxiu Zhou Xin Liu MedIm 25 30 0 20 Dec 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq R. Joty Luo Si KELM 35 18 0 22 Nov 2021
On Transferability of Prompt Tuning for Natural Language Processing Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 18 98 0 12 Nov 2021
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 71 1,029 0 01 Nov 2021
Yuan 1.0: Large-Scale Pre-trained Language Model in Zero-Shot and Few-Shot Learning Shaohua Wu Xudong Zhao Tong Yu Rongguo Zhang C. Shen ... Feng Li Hong Zhu Jiangang Luo Liang Xu Xuanwei Zhang ALM 18 59 0 10 Oct 2021
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Li Zhe Hujun Bao Xipeng Qiu MedIm 62 146 0 13 Sep 2021
MvSR-NAT: Multi-view Subset Regularization for Non-Autoregressive Machine Translation Pan Xie Zexian Li Xiaohui Hu 28 11 0 19 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 31 3,828 0 28 Jul 2021
ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders Yan Song Tong Zhang Yonggang Wang Kai-Fu Lee 46 43 0 04 May 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,777 0 24 Feb 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer Siyu Ding Junyuan Shang Shuohuan Wang Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang 60 52 0 31 Dec 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 25 12 0 12 Sep 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 231 4,460 0 23 Jan 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,817 0 17 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 228 656 0 09 Sep 2019