Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction

17 June 2021

Yaojie Lu

Xianpei Han

Papers citing "Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction"

38 / 38 papers shown

Title
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 40 1 0 18 Sep 2024
Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm Qiang Gao Zixiang Meng Bobo Li Jun Zhou Fei Li Chong Teng Donghong Ji 32 1 0 23 Jun 2024
HORAE: A Domain-Agnostic Language for Automated Service Regulation Yutao Sun Mingshuai Chen Tiancheng Zhao Kangjia Zhao He Li ... Zhongyi Wang Liqiang Lu Shuiguang Deng Jianwei Yin Jianwei Yin 152 0 0 06 Jun 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
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods Yujuan Fu Giridhar Kaushik Ramachandran Nicholas J. Dobbins Namu Park Michael Leu Abby R. Rosenberg K. Lybarger Fei Xia Özlem Uzuner Meliha Yetisgen 46 5 0 31 Mar 2024
Aligning Large Language Models with Counterfactual DPO Bradley Butcher ALM 21 1 0 17 Jan 2024
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 26 16 0 16 Nov 2023
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction Gang Zhao Xiaocheng Gong Xinjie Yang Guanting Dong Shudong Lu Si Li 26 11 0 16 Oct 2023
Event Extraction as Question Generation and Answering Di Lu Shihao Ran Joel R. Tetreault A. Jaimes 22 38 0 10 Jul 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning Zhenrui Yue Huimin Zeng Mengfei Lan Heng Ji D. Wang VLM 26 14 0 27 May 2023
Recouple Event Field via Probabilistic Bias for Event Extraction Xingyu Bai Taiqiang Wu Han Guo Zhe Zhao Xuefeng Yang Jiayin Li Weijie Liu Qi Ju Weigang Guo Yujiu Yang 22 0 0 19 May 2023
EventNet-ITA: Italian Frame Parsing for Events Marco Rovera 11 4 0 18 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 40 5 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
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 35 4 0 15 May 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 25 29 0 14 May 2023
Harvesting Event Schemas from Large Language Models Jialong Tang Hongyu Lin Zhuoqun Li Yaojie Lu Xianpei Han Le Sun 23 4 0 12 May 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 34 10 0 15 Mar 2023
Exploring the Feasibility of ChatGPT for Event Extraction Jun Gao Huan Zhao Changlong Yu Ruifeng Xu 21 112 0 07 Mar 2023
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction Jun Gao Changlong Yu Wei Wang Huan Zhao Ruifeng Xu 20 33 0 06 Jan 2023
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 49 0 0 11 Nov 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai Bang Wang Wei Xiang Yijun Mo 15 16 0 28 Oct 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 28 9 0 19 Oct 2022
EventGraph: Event Extraction as Semantic Graph Parsing Huiling You David Samuel Samia Touileb Lilja Ovrelid 21 9 0 16 Oct 2022
Event Extraction: A Survey Viet Dac Lai 20 9 0 07 Oct 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 16 11 0 25 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 31 100 0 12 May 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 28 44 0 23 Mar 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction Kuan-Hao Huang I-Hung Hsu Premkumar Natarajan Kai-Wei Chang Nanyun Peng 33 65 0 15 Mar 2022
Syntactic-GCN Bert based Chinese Event Extraction Jiangwei Liu Jingshu Zhang Xiaohong Huang Liang Min GNN 80 3 0 18 Dec 2021
An overview of event extraction and its applications Jiangwei Liu Liangyu Min Xiaohong Huang 33 19 0 05 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 74 1,030 0 01 Nov 2021
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding Sijia Wang Mo Yu Shiyu Chang Lichao Sun Lifu Huang 11 61 0 14 Oct 2021
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works Jinghui Si Xutan Peng Chen Li Haotian Xu Jianxin Li 19 10 0 09 Oct 2021
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention Jiawei Chen Hongyu Lin Xianpei Han Le Sun 92 27 0 13 Sep 2021
DEGREE: A Data-Efficient Generation-Based Event Extraction Model I-Hung Hsu Kuan-Hao Huang Elizabeth Boschee Scott Miller Premkumar Natarajan Kai-Wei Chang Nanyun Peng 25 164 0 29 Aug 2021