ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning

10 April 2021

Papers citing "ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning"

37 / 37 papers shown

Title
GLiREL -- Generalist Model for Zero-Shot Relation Extraction Jack Boylan Chris Hokamp D. Ghalandari VLM 33 0 0 06 Jan 2025
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting Siyi Liu Yang Li Jiang Li Shan Yang Yunshi Lan LRM 36 1 0 02 Oct 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 40 1 0 18 Sep 2024
Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction Shilong Li Ge Bai Zhang Zhang Ying Liu Chenji Lu Daichi Guo Ruifang Liu Yong Sun 29 1 0 17 Jun 2024
Description Boosting for Zero-Shot Entity and Relation Classification Gabriele Picco Leopold Fuchs Marcos Martínez Galindo Alberto Purpura V. López Hoang Thanh Lam VLM 29 3 0 04 Jun 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 35 7 0 27 Apr 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 28 10 0 22 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 32 7 0 17 Feb 2024
A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models Mingchen Li Chen Ling Rui Zhang Liang Zhao 28 4 0 16 Feb 2024
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction Qi Sun Kun Huang Xiaocui Yang Rong Tong Kun Zhang Soujanya Poria 32 18 0 24 Jan 2024
YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction Xinglin Xiao Yijie Wang Nan Xu Yuqi Wang Hanxuan Yang Minzheng Wang Yin Luo Lei Wang Wenji Mao Daniel Zeng 32 17 0 24 Dec 2023
Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction Da Luo Yanglei Gan Rui Hou Run Lin Qiao Liu Yuxiang Cai Wannian Gao 19 4 0 19 Dec 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 29 14 0 09 Nov 2023
CreoleVal: Multilingual Multitask Benchmarks for Creoles Heather Lent Kushal Tatariya Raj Dabre Yiyi Chen Marcell Richard Fekete ... Miryam de Lhoneux Daniel Hershcovich Michel DeGraff Anders Sogaard Johannes Bjerva SLR 41 9 0 30 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 50 26 0 08 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 57 17 0 21 Aug 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction Gabriele Picco Marcos Martínez Galindo Alberto Purpura Leopold Fuchs V. López T. Hoang VLM 11 6 0 25 Jul 2023
Linguistic representations for fewer-shot relation extraction across domains Sireesh Gururaja Ritam Dutt Ting-gen Liao Carolyn Rose 31 11 0 07 Jul 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction Jun Zhao Wenyu Zhan Xin Zhao Qi Zhang Tao Gui Zhongyu Wei Junzhe Wang Minlong Peng Mingming Sun 40 19 0 08 Jun 2023
Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting William Hogan Jiacheng Li Jingbo Shang OffRL 27 1 0 22 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 26 7 0 19 May 2023
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective Ping Yang Junyu Lu Ruyi Gan Junjie Wang Yuxiang Zhang Jiaxing Zhang Pingjian Zhang 15 11 0 17 May 2023
Generative Meta-Learning for Zero-Shot Relation Triplet Extraction Wanli Li T. Qian Yi Song Zeyu Zhang Jiawei Li Zhuang Chen Lixin Zou 61 1 0 03 May 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 33 146 0 17 Apr 2023
Weakly-Supervised Questions for Zero-Shot Relation Extraction Saeed Najafi Alona Fyshe 22 7 0 21 Jan 2023
Universal Information Extraction as Unified Semantic Matching Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua-Hong Wu 28 69 0 09 Jan 2023
Zero-shot Triplet Extraction by Template Infilling Bosung Kim Hayate Iso Nikita Bhutani Estevam R. Hruschka Ndapandula Nakashole Tom Mitchell ViT 16 10 0 21 Dec 2022
PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection Yuquan Lan Dongxu Li Yunqi Zhang Hui Zhao Gang Zhao 27 4 0 26 Nov 2022
Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyi Wang Jianwei Wang Ziqian Zeng 29 2 0 25 Nov 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction Wei Tang Benfeng Xu Yuyue Zhao Zhendong Mao Yifeng Liu Yong Liao Haiyong Xie 19 46 0 16 Nov 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 29 30 0 04 May 2022
Pre-training to Match for Unified Low-shot Relation Extraction Fangchao Liu Hongyu Lin Xianpei Han Boxi Cao Le Sun VLM 17 31 0 23 Mar 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 18 101 0 17 Mar 2022
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation Jiaying Gong Hoda Eldardiry 22 7 0 08 Dec 2021
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction Oscar Sainz Oier López de Lacalle Gorka Labaka Ander Barrena Eneko Agirre 14 117 0 08 Sep 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 25 19 0 29 Jun 2021
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 208 244 0 16 Oct 2019