LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model （2023.04.13）
Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, etc
Commonsense-Aware Prompting for Controllable Empathetic Dialogue Generation （2023.02.02）
Yiren Liu, H. Kilicoglu . - 【ArXiv】
REPLUG: Retrieval-Augmented Black-Box Language Models （2023.01.30）
Weijia Shi, Sewon Min, Michihiro Yasunaga, Minjoon Seo, Rich James, etc . - 【ArXiv】
Self-Instruct: Aligning Language Model with Self Generated Instructions （2022.12.20）
Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith, etc . - 【ArXiv】
The Impact of Symbolic Representations on In-context Learning for Few-shot Reasoning （2022.12.16）
Hanlin Zhang, Yi-Fan Zhang, Li Erran Li, Eric P. Xing . - 【ArXiv】
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models （2022.10.26）
Mozes van de Kar, M. Xia, Danqi Chen, Mikel Artetxe . - 【Conference on Empirical Methods in Natural Language Processing】
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding （2022.10.16）
J. Wang, Wenkang Huang, Qiuhui Shi, Hongbin Wang, Minghui Qiu, etc . - 【Conference on Empirical Methods in Natural Language Processing】
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding （2022.10.07）
Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu . - 【Conference on Empirical Methods in Natural Language Processing】
Unified Knowledge Prompt Pre-training for Customer Service Dialogues （2022.08.31）
Keqing He, Jingang Wang, Chaobo Sun, Wei Wu . - 【International Conference on Information and Knowledge Management】
DocPrompting: Generating Code by Retrieving the Docs （2022.07.13）
Shuyan Zhou, Uri Alon, Frank F. Xu, Zhiruo Wang, Zhengbao Jiang, etc
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning （2022.06.19）
Xiaolei Wang, Kun Zhou, Ji-rong Wen, Wayne Xin Zhao . - 【Knowledge Discovery and Data Mining】
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning （2022.05.29）
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, etc . - 【ArXiv】
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning （2022.05.04）
Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, etc . - 【Annual International ACM SIGIR Conference on Research and Development in Information Retrieval】
Contrastive Demonstration Tuning for Pre-trained Language Models （2022.04.09）
Xiaozhuan Liang, Ningyu Zhang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, etc . - 【Conference on Empirical Methods in Natural Language Processing】
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) （2022.03.24）
Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang . - 【ACM Conference on Recommender Systems】
Multi-Stage Prompting for Knowledgeable Dialogue Generation （2022.03.16）
Zihan Liu, M. Patwary, R. Prenger, Shrimai Prabhumoye, Wei Ping, etc . - 【Findings】
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data （2022.03.16）
Shuo Wang, Yichong Xu, Yuwei Fang, Yang Liu, S. Sun, etc . - 【Annual Meeting of the Association for Computational Linguistics】
AdaPrompt: Adaptive Model Training for Prompt-based NLP （2022.02.10）
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, etc . - 【Conference on Empirical Methods in Natural Language Processing】
Generated Knowledge Prompting for Commonsense Reasoning （2021.10.15）
Jiacheng Liu, Alisa Liu, Ximing Lu, S. Welleck, Peter West, etc . - 【Annual Meeting of the Association for Computational Linguistics】
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction （2021.09.08）
Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, Ander Barrena, Eneko Agirre . - 【Conference on Empirical Methods in Natural Language Processing】
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification （2021.08.04）
Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Juan-Zi Li, etc . - 【Annual Meeting of the Association for Computational Linguistics】
PTR: Prompt Tuning with Rules for Text Classification （2021.05.24）
Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun . - 【AI Open】
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks （2020.05.22）
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, etc . - 【Neural Information Processing Systems】
REALM: Retrieval-Augmented Language Model Pre-Training （2020.02.10）
Kelvin Guu, Kenton Lee, Z. Tung, Panupong Pasupat, Ming-Wei Chang . - 【ArXiv】
Prompt as a Knowledge Probe for Chinese Spelling Check
Kun Peng, Nannan Sun, Jiahao Cao, Rui Liu, Jiaqian Ren, etc . - 【Knowledge Science, Engineering and Management】