From retrieval to generation: Efficient and effective entity set expansion

S Huang, S Ma, Y Li, Y Li, HT Zheng - Proceedings of the 33rd ACM …, 2024 - dl.acm.org
Entity Set Expansion (ESE) is a critical task aiming at expanding entities of the target
semantic class described by seed entities. Most existing ESE methods are retrieval-based …

Automatic context pattern generation for entity set expansion

Y Li, S Huang, X Zhang, Q Zhou, Y Li… - … on Knowledge and …, 2023 - ieeexplore.ieee.org
Entity Set Expansion (ESE) is a valuable task that aims to find entities of the target semantic
class described by given seed entities. Various Natural Language Processing (NLP) and …

Contrastive learning with hard negative entities for entity set expansion

Y Li, Y Li, Y He, T Yu, Y Shen, HT Zheng - Proceedings of the 45th …, 2022 - dl.acm.org
Entity Set Expansion (ESE) is a promising task which aims to expand entities of the target
semantic class described by a small seed entity set. Various NLP and IR applications will …

Low-resource entity set expansion: a comprehensive study on user-generated text

Y Shao, N Bhutani, S Rahman… - Findings of the …, 2022 - aclanthology.org
Entity set expansion (ESE) aims at obtaining a more complete set of entities given a textual
corpus and a seed set of entities of a concept. Although it is a critical task in many NLP …

Learning to bootstrap for entity set expansion

L Yan, X Han, L Sun, B He - … of the 2019 conference on empirical …, 2019 - aclanthology.org
Abstract Bootstrapping for Entity Set Expansion (ESE) aims at iteratively acquiring new
instances of a specific target category. Traditional bootstrapping methods often suffer from …

End-to-end bootstrapping neural network for entity set expansion

L Yan, X Han, B He, L Sun - Proceedings of the AAAI conference on …, 2020 - aaai.org
Bootstrapping for entity set expansion (ESE) has long been modeled as a multi-step
pipelined process. Such a paradigm, unfortunately, often suffers from two main challenges …

Empower entity set expansion via language model probing

Y Zhang, J Shen, J Shang, J Han - arXiv preprint arXiv:2004.13897, 2020 - arxiv.org
Entity set expansion, aiming at expanding a small seed entity set with new entities belonging
to the same semantic class, is a critical task that benefits many downstream NLP and IR …

Entity Set Expansion Based on Category Prompts in MOOCs

Y Chen, J Wan, Y Du, J Yu, L Hou, J Li - International Conference on …, 2024 - Springer
Abstract Entity Set Expansion (ESE) is an important task in natural language processing,
which is dedicated to expanding new entities from the seed entity set that belongs to the …

[PDF][PDF] A probabilistic co-bootstrapping method for entity set expansion

B Shi, Z Zhang, L Sun, X Han - Proceedings of COLING 2014, the …, 2014 - aclanthology.org
Abstract Entity Set Expansion (ESE) aims at automatically acquiring instances of a specific
target category. Unfortunately, traditional ESE methods usually have the expansion …

Choosing better seeds for entity set expansion by leveraging wikipedia semantic knowledge

Z Qi, K Liu, J Zhao - … : Chinese Conference, CCPR 2012, Beijing, China …, 2012 - Springer
Abstract Entity Set Expansion, which refers to expanding a human-input seed set to a more
complete set which belongs to the same semantic category, is an important task for open …