PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization

9 April 2022

Papers citing "PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization"

19 / 19 papers shown

Title
PromptSum: Parameter-Efficient Controllable Abstractive Summarization Mathieu Ravaut Hailin Chen Ruochen Zhao Chengwei Qin Shafiq R. Joty Nancy Chen 11 2 0 06 Aug 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer Dongqi Pu Vera Demberg DeLMO 18 47 0 13 Jun 2023
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu Tong Yu Rui Wang Zhao-quan Song Ruiyi Zhang Handong Zhao Chaochao Lu Shuai Li Ricardo Henao VLM 18 12 0 08 Jun 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue M. Eremeev Ilya Valmianski X. Amatriain Anitha Kannan 34 3 0 06 Jun 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 24 1 0 20 May 2023
Recent Trends in Unsupervised Summarization Mohammad Khosravani Amine Trabelsi 18 0 0 18 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 28 2 0 11 May 2023
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization Sumanta Bhattacharyya R. Manuvinakurike Sahisnu Mazumder Saurav Sahay VLM 11 0 0 08 Mar 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen Yang Liu Ruochen Xu Ziyi Yang Chenguang Zhu Michael Zeng Yue Zhang 11 12 0 17 Nov 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 20 17 0 17 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Shafiq R. Joty Nancy F. Chen 16 11 0 17 Oct 2022
Scene Graph Modification as Incremental Structure Expanding Xuming Hu Zhijiang Guo Yuwei Fu Lijie Wen Philip S. Yu 18 2 0 15 Sep 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Mohit Bansal Colin Raffel 22 842 0 11 May 2022
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu Chenwei Zhang Yawen Yang Xiaohe Li Li Lin Lijie Wen Philip S. Yu 49 52 0 14 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq R. Joty Dragomir R. Radev Yashar Mehdad 111 93 0 24 Oct 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 245 1,417 0 22 Aug 2019
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 167 3,357 0 10 Jun 2015