Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction

REALM: retrieval-augmented language model pre-training

Original

Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, and Ming-Wei Chang. 2020 · 2002

Earlier work this paper cites.

Distant supervision for relation extraction without labeled data

Mike Mintz, Steven Bills, Rion Snow, and Daniel Jurafsky. 2009 · 2009

Earlier work this paper cites.

Neural relation extraction with selective attention over instances

Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, and Maosong Sun. 2016 · 2016

Earlier work this paper cites.

Position-aware attention and supervised data improve slot filling

Yuhao Zhang, Victor Zhong, Danqi Chen, Gabor Angeli, and Christopher D. Manning. 2017 · 2017

Earlier work this paper cites.

Multi-task identification of entities, relations, and coreference for scientific knowledge graph construction

Yi Luan, Luheng He, Mari Ostendorf, and Hannaneh Hajishirzi. 2018 · 2018

Earlier work this paper cites.

RESIDE: Improving distantly-supervised neural relation extraction using side information

Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, Chiranjib Bhattacharyya, and Partha Talukdar. 2018 · 2018

Earlier work this paper cites.

Matching the blanks: Distributional similarity for relation learning

Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, and Tom Kwiatkowski. 2019 · 2019

Earlier work this paper cites.

SciBERT: A pretrained language model for scientific text

Iz Beltagy, Kyle Lo, and Arman Cohan. 2019 · 2019

Earlier work this paper cites.

BERT: Pre-training of deep bidirectional transformers for language understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

Cited alongside, same era.

OpenNRE: An open and extensible toolkit for neural relation extraction

Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, and Maosong Sun. 2019 · 2019

Cited alongside, same era.

Transfer learning in biomedical natural language processing: An evaluation of BERT and elmo on ten benchmarking datasets

Yifan Peng, Shankai Yan, and Zhiyong Lu. 2019 · 2019

Cited alongside, same era.

Dynamically updating event representations for temporal relation classification with multi-category learning

Fei Cheng, Masayuki Asahara, Ichiro Kobayashi, and Sadao Kurohashi. 2020 · 2020

Cited alongside, same era.

Generalization through memorization: Nearest neighbor language models

Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, and Mike Lewis. 2020 · 2020

Cited alongside, same era.

Copymtl: Copy mechanism for joint extraction of entities and relations with multi-task learning

Daojian Zeng, Haoran Zhang, and Qianying Liu. 2020 · 2020

Later among the works it cites.

Minimize exposure bias of Seq2Seq models in joint entity and relation extraction

Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, and Sadao Kurohashi. 2020 · 2020

Later among the works it cites.

CIL: Contrastive instance learning framework for distantly supervised relation extraction

Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, and Yueting Zhuang. 2021 · 2021

Later among the works it cites.

GNN-LM: language modeling based on global contexts via GNN

Original

Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, and Jiwei Li. 2021 · 2021

Later among the works it cites.

Webred: Effective pretraining and finetuning for relation extraction on the web

Original