Dynamic Prefix-Tuning for Generative Template-based Event Extraction

12 May 2022

Papers citing "Dynamic Prefix-Tuning for Generative Template-based Event Extraction"

38 / 38 papers shown

Title
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning Nusrat Jahan Prottasha Asif Mahmud Md. Shohanur Islam Sobuj Prakash Bhat Md. Kowsher Niloofar Yousefi O. Garibay 22 4 0 11 Oct 2024
Propulsion: Steering LLM with Tiny Fine-Tuning Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat 30 4 0 17 Sep 2024
Enhancing Document-level Argument Extraction with Definition-augmented Heuristic-driven Prompting for LLMs Tongyue Sun Jiayi Xiao 23 0 0 30 Aug 2024
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain Yi-Fan Lu Xian-Ling Mao Bo Wang Xiao Liu Heyan Huang 21 0 0 20 Jun 2024
RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts Jing Yang Xiao Wang Yu Zhao Yuhang Liu Fei-Yue Wang 18 1 0 04 Jun 2024
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying Guanghui Wang Dexi Liu Jian-Yun Nie Qizhi Wan Rong Hu Xiping Liu Wanlong Liu Jiaming Liu 49 0 0 22 May 2024
Targeted Augmentation for Low-Resource Event Extraction Sijia Wang Lifu Huang 22 1 0 14 May 2024
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning Yijiang Liu Rongyu Zhang Huanrui Yang Kurt Keutzer Yuan Du Li Du Shanghang Zhang MoE 28 5 0 13 Apr 2024
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis Mikel Zubillaga Oscar Sainz A. Estarrona Oier López de Lacalle Eneko Agirre 38 2 0 09 Apr 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 22 137 0 29 Dec 2023
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction Kuan-Hao Huang I-Hung Hsu Tanmay Parekh Zhiyu Xie Zixuan Zhang Premkumar Natarajan Kai-Wei Chang Nanyun Peng Heng Ji 13 16 0 16 Nov 2023
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance Wanlong Liu Shaohuan Cheng DingYi Zeng Hong Qu 18 13 0 08 Oct 2023
Prompt2Gaussia: Uncertain Prompt-learning for Script Event Prediction Shiyao Cui Xin Cong Jiawei Sheng Xuebin Wang Tingwen Liu Jinqiao Shi 14 0 0 04 Aug 2023
JSEEGraph: Joint Structured Event Extraction as Graph Parsing Huiling You Samia Touileb Lilja Ovrelid GNN 13 4 0 26 Jun 2023
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation Hao Peng Xiaozhi Wang Feng Yao Kaisheng Zeng Lei Hou Juanzi Li Zhiyuan Liu Weixing Shen 11 18 0 12 Jun 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning Zhenrui Yue Huimin Zeng Mengfei Lan Heng Ji D. Wang VLM 13 14 0 27 May 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 19 20 0 26 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 14 0 0 22 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 16 6 0 19 May 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation Bo Wang Heyan Huang Xiaochi Wei Ge Shi Xiao Liu Chong Feng Tong Zhou Shuai Wang Dawei Yin 21 5 0 16 May 2023
Few-shot Domain-Adaptive Visually-fused Event Detection from Text Farhad Moghimifar Fatemeh Shiri Van Nguyen Gholamreza Haffari Yuanyou Li VLM 22 2 0 04 May 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 42 106 0 28 Apr 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 4 153 0 23 Apr 2023
Global Constraints with Prompting for Zero-Shot Event Argument Classification Zizheng Lin Hongming Zhang Yangqiu Song 22 12 0 09 Feb 2023
Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field Zixia Jia Zhaohui Yan Wenjuan Han Zilong Zheng Kewei Tu BDL 16 1 0 17 Dec 2022
MEE: A Novel Multilingual Event Extraction Dataset Amir Pouran Ben Veyseh J. Ebrahimi Franck Dernoncourt Thien Huu Nguyen 17 23 0 11 Nov 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng-Wei Zhang 31 7 0 28 Oct 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai Bang Wang Wei Xiang Yijun Mo 15 12 0 28 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 39 68 0 23 Oct 2022
EventGraph: Event Extraction as Semantic Graph Parsing Huiling You David Samuel Samia Touileb Lilja Ovrelid 6 9 0 16 Oct 2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models Mingyu Derek Ma Alex S. Taylor Wei Wang Nanyun Peng MedIm 17 26 0 16 Aug 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 35 4 0 15 Feb 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 228 780 0 14 Oct 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
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 243 340 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 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 391 2,216 0 03 Sep 2019