NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction

8 September 2021

Papers citing "NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction"

22 / 22 papers shown

Title
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 88 11 0 06 Jan 2025
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang Dawei Yin Sumi Helal 53 28 0 28 Jun 2024
Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language L. Hazan G. Focht N. Gavrielov R. Reichart Talar Hagopian M. Greer R. Cytter-Kuint Dan Turner M. Freiman MedIm 29 1 0 02 May 2024
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review Xinyu Chen Lin Li Rui Zhang Peng Liang 32 1 0 11 Apr 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 28 2 0 15 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei Chen J. Guo Xueqi Cheng 28 1 0 09 Feb 2024
Building Efficient Universal Classifiers with Natural Language Inference Moritz Laurer W. Atteveldt Andreu Casas Kasper Welbers 33 8 0 29 Dec 2023
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition Jiang-Dong Liu Hao Fei Fei Li Jingye Li Bobo Li Liang Zhao Chong Teng Donghong Ji VLM 22 10 0 06 Jun 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment Yu Zhao Yike Wu Xiangrui Cai Ying Zhang Haiwei Zhang Xiaojie Yuan 32 12 0 19 May 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval Yue Yu Yuchen Zhuang Rongzhi Zhang Yu Meng Jiaming Shen Chao Zhang VLM 38 33 0 18 May 2023
ChatGPT-Like Large-Scale Foundation Models for Prognostics and Health Management: A Survey and Roadmaps Yanfang Li Huan Wang Muxia Sun LM&MA AI4TS AI4CE 29 46 0 10 May 2023
Unified Model Learning for Various Neural Machine Translation Yunlong Liang Fandong Meng Jinan Xu Jiaan Wang Yufeng Chen Jie Zhou 42 1 0 04 May 2023
Mask-guided BERT for Few Shot Text Classification Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng Li Xiang Li Hongmin Cai VLM 47 39 0 21 Feb 2023
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning Sunjae Kwon Zhichao Yang Hong-ye Yu 23 2 0 26 Nov 2022
Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia Haojie Pan Zepeng Zhai Yuzhou Zhang Ruiji Fu Ming Liu Yangqiu Song Zhongyuan Wang Bing Qin 38 5 0 28 Oct 2022
What Makes Pre-trained Language Models Better Zero-shot Learners? Jinghui Lu Dongsheng Zhu Weidong Han Rui Zhao Brian Mac Namee Fei Tan 39 21 0 30 Sep 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner Zicheng Li Shoushan Li Guodong Zhou 32 8 0 07 Mar 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 806 0 14 Oct 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,919 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018