DEGREE: A Data-Efficient Generation-Based Event Extraction Model

29 August 2021

Papers citing "DEGREE: A Data-Efficient Generation-Based Event Extraction Model"

50 / 66 papers shown

Title
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction Wenxuan Liu Z. Li Long Bai Yuxin Zuo Daozhu Xu Xiaolong Jin J. Guo Xueqi Cheng 51 1 0 04 Mar 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 45 0 0 24 Feb 2025
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 41 0 0 24 Feb 2025
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness Tanmay Parekh Jeffrey Kwan Jiarui Yu Sparsh Johri Hyosang Ahn Sreya Muppalla Kai-Wei Chang Wei Wang Nanyun Peng 39 1 0 24 Oct 2024
Beyond Exact Match: Semantically Reassessing Event Extraction by Large Language Models Yi-Fan Lu Xian-Ling Mao Tian Lan Heyan Huang Heyan Huang Xiaoyan Gao 50 0 0 12 Oct 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 41 1 0 04 Oct 2024
Enhancing Document-level Argument Extraction with Definition-augmented Heuristic-driven Prompting for LLMs Tongyue Sun Jiayi Xiao 36 0 0 30 Aug 2024
Enhancing Event Reasoning in Large Language Models through Instruction Fine-Tuning with Semantic Causal Graphs Mazal Bethany Emet Bethany Brandon Wherry Cho-Yu Chiang Nishant Vishwamitra Anthony Rios Peyman Najafirad LRM 29 1 0 30 Aug 2024
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction Zepeng Ding Ruiyang Ke Wenhao Huang Guochao Jiang Yanda Li Deqing Yang Jiaqing Liang 16 0 0 17 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 84 0 0 22 May 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 27 5 0 10 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 51 2 0 09 Apr 2024
GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling Hritik Bansal Po-Nien Kung P. Brantingham Weisheng Wang Miao Zheng VLM 32 1 0 07 Apr 2024
Event Detection from Social Media for Epidemic Prediction Tanmay Parekh Anh Mac Jiarui Yu Yuxuan Dong Syed Shahriar ... Eric Yang Kuan-Hao Huang Wei Wang Nanyun Peng Kai-Wei Chang 37 6 0 02 Apr 2024
Argument-Aware Approach To Event Linking I-Hung Hsu Zihan Xue Nilay Pochh Sahil Bansal Premkumar Natarajan Jayanth Srinivasa Nanyun Peng 24 0 0 22 Mar 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder Kedi Chen Jie Zhou Qin Chen Shunyu Liu Liang He 30 2 0 01 Mar 2024
On Leveraging Encoder-only Pre-trained Language Models for Effective Keyphrase Generation Di Wu Wasi Uddin Ahmad Kai-Wei Chang 27 3 0 21 Feb 2024
Towards Event Extraction from Speech with Contextual Clues Jingqi Kang Tongtong Wu Jinming Zhao Guitao Wang Guilin Qi Yuan-Fang Li Gholamreza Haffari 36 1 0 27 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 59 6 0 24 Jan 2024
Text2MDT: Extracting Medical Decision Trees from Medical Texts Wei-wei Zhu Wenfeng Li Xing Tian Pengfei Wang Xiaoling Wang Jin Chen Yuanbin Wu Yuan Ni Guotong Xie 45 4 0 04 Jan 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 38 144 0 29 Dec 2023
MOKA: Moral Knowledge Augmentation for Moral Event Extraction Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 35 7 0 16 Nov 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 24 16 0 16 Nov 2023
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation Xiaozhi Wang Hao Peng Yong Guan Kaisheng Zeng Jianhui Chen ... Yankai Lin Zhiyuan Liu Ruobing Xie Jie Zhou Juanzi Li 19 4 0 15 Nov 2023
Retrieval-Augmented Code Generation for Universal Information Extraction Yucan Guo Zixuan Li Xiaolong Jin Yantao Liu Yutao Zeng ... Xiang Li Pan Yang Long Bai J. Guo Xueqi Cheng 103 31 0 06 Nov 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 24 4 0 28 Oct 2023
GenKIE: Robust Generative Multimodal Document Key Information Extraction Panfeng Cao Ye Wang Qiang Zhang Zaiqiao Meng SyDa 15 5 0 24 Oct 2023
MuLMS: A Multi-Layer Annotated Text Corpus for Information Extraction in the Materials Science Domain Timo Pierre Schrader Matteo Finco Stefan Grünewald Felix Hildebrand Annemarie Friedrich AI4CE 21 1 0 24 Oct 2023
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities Sheng Xu Peifeng Li Qiaoming Zhu 18 6 0 23 Oct 2023
Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction Gang Zhao Yidong Shi Shudong Lu Xinjie Yang Guanting Dong Jian Xu Xiaocheng Gong Si Li 13 0 0 16 Oct 2023
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction Gang Zhao Xiaocheng Gong Xinjie Yang Guanting Dong Shudong Lu Si Li 24 11 0 16 Oct 2023
Contextual Label Projection for Cross-Lingual Structured Prediction Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 27 4 0 16 Sep 2023
Event Extraction as Question Generation and Answering Di Lu Shihao Ran Joel R. Tetreault A. Jaimes 14 38 0 10 Jul 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning Wenhao Huang Jiaqing Liang Zhixu Li Yanghua Xiao Chuanjun Ji OffRL 20 1 0 19 Jun 2023
Training Multimedia Event Extraction With Generated Images and Captions Zilin Du Yunxin Li Xu Guo Yidan Sun Boyang Albert Li DiffM 21 7 0 15 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 24 18 0 12 Jun 2023
Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? Yuxin He Jing-Hao Hu Buzhou Tang 17 29 0 01 Jun 2023
Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs Mingyang Zhou Yi Ren Fung Long Chen Christopher Thomas Heng Ji Shih-Fu Chang 12 11 0 29 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 32 41 0 26 May 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 25 4 0 24 May 2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang Hou Pong Chan Kathleen McKeown Heng Ji 25 1 0 23 May 2023
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres Shumin Deng Shengyu Mao Ningyu Zhang Bryan Hooi 10 5 0 23 May 2023
CEO: Corpus-based Open-Domain Event Ontology Induction Nan Xu Hongming Zhang Jianshu Chen 27 2 0 22 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 38 5 0 16 May 2023
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection Siyuan Wang Jianming Zheng Xuejun Hu Fei Cai Chengyu Song Xueshan Luo 29 6 0 16 May 2023
Easy-to-Hard Learning for Information Extraction Chang Gao Wenxuan Zhang Wai Lam Lidong Bing SyDa 32 11 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 30 2 0 04 May 2023
Few-shot Event Detection: An Empirical Study and a Unified View Yubo Ma Zehao Wang Yixin Cao Aixin Sun 52 10 0 03 May 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 19 155 0 23 Apr 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction Meiru Zhang Yixuan Su Zaiqiao Meng Z. Fu Nigel Collier 46 3 0 25 Mar 2023