GenIE: Generative Information Extraction

15 December 2021

Papers citing "GenIE: Generative Information Extraction"

33 / 33 papers shown

Title
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 28 0 0 04 Jan 2025
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu H. Meng 23 2 0 31 Dec 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 57 7 0 31 Jul 2024
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski G. Weikum RALM 34 1 0 04 May 2024
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking N. Bouziani Shubhi Tyagi Joseph Fisher Jens Lehmann Andrea Pierleoni SyDa 19 0 0 19 Apr 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction Bowen Zhang Harold Soh 32 16 0 05 Apr 2024
Embedded Named Entity Recognition using Probing Classifiers Nicholas Popovic Michael Färber 40 1 0 18 Mar 2024
Learning to Extract Structured Entities Using Language Models Haolun Wu Ye Yuan Liana Mikaelyan Alexander Meulemans Xue Liu James Hensman Bhaskar Mitra 17 3 0 06 Feb 2024
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access Saibo Geng Berkay Döner Chris Wendler Martin Josifoski Robert West 33 3 0 18 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 38 137 0 29 Dec 2023
Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models Andrea Papaluca Daniel Krefl Sergio Mendez Rodriguez Artem Lenskiy Hanna Suominen 16 2 0 04 Dec 2023
SegMix: A Simple Structure-Aware Data Augmentation Method Yuxin Pei Pushkar Bhuse Zhengzhong Liu Eric P. Xing 13 1 0 16 Nov 2023
GIELLM: Japanese General Information Extraction Large Language Model Utilizing Mutual Reinforcement Effect Chengguang Gan Qinghao Zhang Tatsunori Mori 14 6 0 12 Nov 2023
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
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 33 8 0 15 Aug 2023
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Chengguang Gan Qinghao Zhang Tatsunori Mori 15 0 0 18 Jul 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski G. Weikum KELM 15 6 0 30 Jun 2023
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition Chengguang Gan Qinghao Zhang Tatsunori Mori 9 2 0 28 Jun 2023
WebIE: Faithful and Robust Information Extraction on the Web Chenxi Whitehouse Clara Vania Alham Fikri Aji Christos Christodoulopoulos Andrea Pierleoni SyDa 26 11 0 23 May 2023
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning Saibo Geng Martin Josifosky Maxime Peyrard Robert West 18 59 0 23 May 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 14 67 0 09 May 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey Simon Razniewski Hiba Arnaout Shrestha Ghosh Fabian M. Suchanek 25 8 0 09 May 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Feiyu Xiong Wei Guo Huajun Chen Ningyu Zhang 6 36 0 18 Apr 2023
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction Martin Josifoski Marija Sakota Maxime Peyrard Robert West SyDa 56 76 0 07 Mar 2023
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 23 17 0 29 Dec 2022
KnowGL: Knowledge Generation and Linking from Text Gaetano Rossiello Faisal Chowdhury Nandana Mihindukulasooriya Owen Cornec A. Gliozzo 55 20 0 25 Oct 2022
Language Model Decoding as Likelihood-Utility Alignment Martin Josifoski Maxime Peyrard Frano Rajic Jiheng Wei Debjit Paul ... Barun Patra Vishrav Chaudhary Emre Kıcıman Boi Faltings Robert West 22 4 0 13 Oct 2022
Knowledge Graph Induction enabling Recommending and Trend Analysis: A Corporate Research Community Use Case Nandana Mihindukulasooriya Mike Sava Gaetano Rossiello Md. Faisal Mahbub Chowdhury I. Yachbes Aditya Gidh Jillian Duckwitz Kovit Nisar Michael Santos A. Gliozzo 29 4 0 11 Jul 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick K. L. Ng Zhiguo Wang Bing Xiang 6 4 0 10 Jun 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 16 260 0 14 Feb 2022
From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer Xin Xie Ningyu Zhang Zhoubo Li Shumin Deng Hui Chen Feiyu Xiong Mosha Chen Huajun Chen 8 91 0 04 Feb 2022
Multilingual Fact Linking Keshav Kolluru Martín Rezk Pat Verga William W. Cohen Partha P. Talukdar ReLM LRM 35 10 0 29 Sep 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 169 1,877 0 02 Feb 2020