IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus

22 February 2024

Honghao Gui

Lin Yuan

Hongbin Ye

Ningyu Zhang

Mengshu Sun

Lei Liang

Huajun Chen

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Papers citing "IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus"

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Title
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Yuming Yang Wantong Zhao Caishuang Huang Junjie Ye Xiao Wang ... Kaixin Huang Yunke Zhang Tao Gui Qi Zhang Xuanjing Huang 108 4 0 17 Jun 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi R. Fung ... Xu Cao Xingyao Wang Yiquan Wang Chenhui Xu Chengxiang Zhai LLMAG ELM 78 86 0 01 Jan 2024
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 204 1,781 0 28 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 153 743 0 19 Sep 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 60 72 0 09 May 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models Michele Focchi Fei Cheng Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li Sadao Kurohashi LRM 85 92 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 71 165 0 23 Apr 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 63 156 0 17 Apr 2023
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 89 162 0 16 Nov 2022
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text ZHAOYUE SUN Jiazheng Li Gabriele Pergola Byron C. Wallace Bino John N. Greene Joseph Kim Yulan He 71 41 0 22 Oct 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 348 623 0 14 Jul 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 83 413 0 15 Apr 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 107 1,535 0 18 Mar 2021
Biomedical Named Entity Recognition at Scale Veysel Kocaman D. Talby 54 70 0 12 Nov 2020
CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese Liang Xu Yu Tong Qianqian Dong Yixuan Liao Cong Yu Yin Tian Weitang Liu Lu Li Caiquan Liu Xuanwei Zhang 62 52 0 13 Jan 2020
Multi-Sentence Argument Linking Seth Ebner Patrick Xia Ryan Culkin Kyle Rawlins Benjamin Van Durme HAI 68 159 0 09 Nov 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 72 636 0 25 Oct 2019
A Hierarchical Framework for Relation Extraction with Reinforcement Learning Ryuichi Takanobu Tianyang Zhang Jiexi Liu Minlie Huang 60 224 0 09 Nov 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 97 680 0 29 Aug 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 49 674 0 05 May 2018
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 84 614 0 07 Jun 2017
Relation Classification via Recurrent Neural Network Dongxu Zhang Dong Wang 65 346 0 05 Aug 2015