Making Pre-trained Language Models Better Few-shot Learners
Arxiv preprint, 2021
pdf
code
Learning from Context or Names? An Empirical Study on Neural Relation Extraction
Proceedings of EMNLP, 2020
pdf
code
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
Proceedings of AACL, 2020
pdf
Continual Relation Learning via Episodic Memory Activation and Reconsolidation
Proceedings of ACL, 2020
pdf
code
Few-shot Relation Extraction via Bayesian Meta-learning on Task Graphs
Proceedings of ICML, 2020
pdf
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Proceedings of TACL, 2020
pdf
Neural Snowball for Few-Shot Relation Learning
Proceedings of AAAI, 2020
pdf
code
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
Proceedings of EMNLP (Short Paper), 2019
pdf
code
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction
Proceedings of EMNLP (Demonstration Track), 2019
pdf
code
Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification
Proceedings of AAAI, 2019
pdf
code