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📄 Prompt Application

Paper List

Emergent and Predictable Memorization in Large Language Models2023.04.21

Stella Rose Biderman, Usvsn Sai Prashanth, Lintang Sutawika, Hailey Schoelkopf, Quentin G. Anthony, etc


SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks2023.03.01

Kai-Wei Chang, Yu-Kai Wang, Hua Shen, Iu-thing Kang, W. Tseng, etc . - 【ArXiv】


Soft Prompt Guided Joint Learning for Cross-Domain Sentiment Analysis2023.03.01

Jingli Shi, Weihua Li, Quan-wei Bai, Yi Yang, Jianhua Jiang . - 【ArXiv】


EvoPrompting: Language Models for Code-Level Neural Architecture Search2023.02.28

Angelica Chen, David Dohan, David R. So . - 【ArXiv】


More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large Language Models2023.02.23

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, C. Endres, Thorsten Holz, etc . - 【ArXiv】


Grimm in Wonderland: Prompt Engineering with Midjourney to Illustrate Fairytales2023.02.17

M. Ruskov . - 【ArXiv】


LabelPrompt: Effective Prompt-based Learning for Relation Classification2023.02.16

W. Zhang, Xiaoning Song, Zhenhua Feng, Tianyang Xu, Xiaojun Wu . - 【ArXiv】


Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition2023.02.16

Minsu Kim, Hyungil Kim, Y. Ro . - 【ArXiv】


Prompting for Multimodal Hateful Meme Classification2023.02.08

Rui Cao, R. Lee, Wen-Haw Chong, Jing Jiang . - 【Conference on Empirical Methods in Natural Language Processing】


Toxicity Detection with Generative Prompt-based Inference2022.05.24

Yau-Shian Wang, Y. Chang . - 【ArXiv】


Learning to Transfer Prompts for Text Generation2022.05.03

Junyi Li, Tianyi Tang, J. Nie, Ji-rong Wen, Wayne Xin Zhao . - 【North American Chapter of the Association for Computational Linguistics】


RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction2022.03.17

Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si . - 【Findings】


QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition2022.03.03

Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, etc . - 【ArXiv】


PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts2022.02.02

Stephen H. Bach, Victor Sanh, Zheng Xin Yong, Albert Webson, Colin Raffel, etc . - 【Annual Meeting of the Association for Computational Linguistics】


Few-Shot Bot: Prompt-Based Learning for Dialogue Systems2021.10.15

Andrea Madotto, Zhaojiang Lin, Genta Indra Winata, Pascale Fung . - 【ArXiv】


SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis2021.09.17

Chengxi Li, Feiyu Gao, Jiajun Bu, Lu Xu, Xiang Chen, etc . - 【ArXiv】


LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting2021.08.31

Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, etc . - 【International Conference on Computational Linguistics】


Program Synthesis with Large Language Models2021.08.16

Jacob Austin, Augustus Odena, Maxwell Nye, Maarten Bosma, H. Michalewski, etc . - 【ArXiv】


Evaluating Large Language Models Trained on Code2021.07.07

Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde, etc . - 【ArXiv】


KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction2021.04.15

Xiang Chen, Ningyu Zhang, Ningyu Zhang, Xin Xie, Shumin Deng, etc . - 【The Web Conference】


Language Models as Knowledge Bases?2019.09.01

Fabio Petroni, Tim Rocktäschel, Patrick Lewis, A. Bakhtin, Yuxiang Wu, etc . - 【Conference on Empirical Methods in Natural Language Processing】


AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction

Xiang Chen, Xin Xie, Ningyu Zhang, Jiahuan Yan, Shumin Deng, etc

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