Universal Information Extraction as Unified Semantic Matching

Universal Information Extraction as Unified Semantic Matching

9 January 2023

Yaojie Lu

Xianpei Han

Papers citing "Universal Information Extraction as Unified Semantic Matching"

13 / 13 papers shown

Title
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 33 1 0 18 Sep 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Adam Gould Pere-Lluis Huguet-Cabot S. Dadhania Francesca Toni 59 7 0 31 Jul 2024
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models Chengguang Gan Qingyu Yin Xinyang He Hanjun Wei Yunhao Liang ... Shijian Wang Hexiang Huang Qinghao Zhang Shiwen Ni Tatsunori Mori 27 0 0 15 Jul 2024
ChatUIE: Exploring Chat-based Unified Information Extraction using Large Language Models Jun Xu Mengshu Sun Zhiqiang Zhang Jun Zhou 30 1 0 08 Mar 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling David Dukić Jan Šnajder 24 11 0 25 Jan 2024
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 24 14 0 09 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 24 11 0 16 Oct 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 46 17 0 21 Aug 2023
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 212 66 0 21 May 2022
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang D. Song 185 35 0 23 Sep 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong Chunguang Pan Zhipeng Luo 92 41 0 09 Sep 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 68 141 0 08 Dec 2020
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 219 201 0 06 Jul 2017