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Yunyi Zhang
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Year
Text classification using label names only: A language model self-training approach
Y Meng, Y Zhang, J Huang, C Xiong, H Ji, C Zhang, J Han
EMNLP 2020, 2020
1922020
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
L Gao, Y Zhang, J Han, J Callan
RepL4NLP@ACL2021, 2021
672021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training
Y Meng, Y Zhang, J Huang, X Wang, Y Zhang, H Ji, J Han
EMNLP 2021, 2021
622021
Hierarchical topic mining via joint spherical tree and text embedding
Y Meng, Y Zhang, J Huang, Y Zhang, C Zhang, J Han
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
582020
Empower Entity Set Expansion via Language Model Probing
Y Zhang, J Shen, J Shang, J Han
ACL 2020, 2020
482020
Topic discovery via latent space clustering of pretrained language model representations
Y Meng, Y Zhang, J Huang, Y Zhang, J Han
Proceedings of the ACM Web Conference 2022, 3143-3152, 2022
452022
Corel: Seed-guided topical taxonomy construction by concept learning and relation transferring
J Huang, Y Xie, Y Meng, Y Zhang, J Han
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
352020
Guiding corpus-based set expansion by auxiliary sets generation and co-expansion
J Huang, Y Xie, Y Meng, J Shen, Y Zhang, J Han
Proceedings of The Web Conference 2020, 2188-2198, 2020
302020
Corpus-based Open-Domain Event Type Induction
J Shen, Y Zhang, H Ji, J Han
EMNLP 2021, 2021
232021
Unsupervised key event detection from massive text corpora
Y Zhang, F Guo, J Shen, J Han
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
152022
Effective seed-guided topic discovery by integrating multiple types of contexts
Y Zhang, Y Zhang, M Michalski, Y Jiang, Y Meng, J Han
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
82023
PIEClass: Weakly-supervised text classification with prompting and noise-robust iterative ensemble training
Y Zhang, M Jiang, Y Meng, Y Zhang, J Han
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
6*2023
Weakly supervised multi-label classification of full-text scientific papers
Y Zhang, B Jin, X Chen, Y Shen, Y Zhang, Y Meng, J Han
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
42023
Entity set co-expansion in stackoverflow
Y Zhang, Y Zhang, Y Jiang, M Michalski, Y Deng, L Popa, CX Zhai, J Han
2022 IEEE International Conference on Big Data (Big Data), 4792-4795, 2022
42022
Unsupervised event chain mining from multiple documents
Y Jiao, M Zhong, J Shen, Y Zhang, C Zhang, J Han
Proceedings of the ACM Web Conference 2023, 1948-1959, 2023
32023
Complexity of Leading Digit Sequences
X He, AJ Hildebrand, Y Li, Y Zhang
Discrete Mathematics & Theoretical Computer Science 22, 2020
32020
Ontology Enrichment for Effective Fine-grained Entity Typing
S Ouyang, J Huang, P Pillai, Y Zhang, Y Zhang, J Han
arXiv preprint arXiv:2310.07795, 2023
22023
Unsupervised story discovery from continuous news streams via scalable thematic embedding
S Yoon, D Lee, Y Zhang, J Han
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
22023
Pretrained Language Representations for Text Understanding: A Weakly-Supervised Perspective
Y Meng, J Huang, Y Zhang, Y Zhang, J Han
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
Mining Structures from Massive Texts by Exploring the Power of Pre-trained Language Models.
Y Zhang, Y Zhang, J Han
EDBT, 851-854, 2023
2023
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