Revisiting Few-shot Relation Classification: Evaluation Data and
Classification Schemes

Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes

17 April 2021

Papers citing "Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes"

11 / 11 papers shown

Title
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification Robert Vacareanu F. Alam M. Islam Haris Riaz Mihai Surdeanu NAI 35 2 0 05 Mar 2024
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 38 0 0 29 Oct 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction Shiao Meng Xuming Hu Aiwei Liu Shuang Li Fukun Ma Yawen Yang Lijie Wen 38 7 0 24 Oct 2023
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation Philipp Borchert Jochen De Weerdt Kristof Coussement Arno De Caigny Marie-Francine Moens 26 1 0 18 Oct 2023
Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction Elisa Bassignana Filip Ginter S. Pyysalo Rob van der Goot Barbara Plank 29 5 0 18 May 2023
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 29 10 0 19 Oct 2022
A Dataset for N-ary Relation Extraction of Drug Combinations Aryeh Tiktinsky Vijay Viswanathan Danna Niezni D. Azagury Y. Shamay Hillel Taub-Tabib Tom Hope Yoav Goldberg 29 18 0 04 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 23 21 0 28 Apr 2022
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities Nicholas Popovic Walter Laurito Michael Färber 22 10 0 10 Mar 2022
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 211 244 0 16 Oct 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 365 11,700 0 09 Mar 2017