Author

Meng Y

Ph.D. candidate, University of Illinois Urbana-Champaign - Cited by 1,215 - Natural Language Processing - Machine Learning - Text Mining

Biography

Meng Y is affiliated to College of Natural Resources and Environment. He is a recipient of many awards and grants for his valuable contributions and discoveries in major area of subject research. His international experience includes various programs, contributions and participation in different countries for diverse fields of study.  His research interests reflect in his wide range of publications in various national and international journals.  
Title
Cited by
Year
Weakly-supervised neural text classification
Y Meng, J Shen, C Zhang, J HanProceedings of the 27th ACM International Conference on Information and …, 2018201
179
2018
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 HanProceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020202
147
2020
Coco-lm: Correcting and contrasting text sequences for language model pretraining
Y Meng, C Xiong, P Bajaj, P Bennett, J Han, X SongAdvances in Neural Information Processing Systems 34, 23102-23114, 2021202
133
2021
Weakly-supervised hierarchical text classification
Y Meng, J Shen, C Zhang, J HanProceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6826-6833, 2019201
118
2019
Spherical text embedding
Y Meng, J Huang, G Wang, C Zhang, H Zhuang, L Kaplan, J HanAdvances in Neural Information Processing Systems 32, 2019201
107
2019
Discriminative topic mining via category-name guided text embedding
Y Meng, J Huang, G Wang, Z Wang, C Zhang, Y Zhang, J HanProceedings of The Web Conference 2020, 2121-2132, 2020202
60
2020
Hierarchical topic mining via joint spherical tree and text embedding
Y Meng, Y Zhang, J Huang, Y Zhang, C Zhang, J HanProceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020202
45
2020
Higitclass: Keyword-driven hierarchical classification of github repositories
Y Zhang, FF Xu, S Li, Y Meng, X Wang, Q Li, J Han2019 IEEE International Conference on Data Mining (ICDM), 876-885, 2019201
42
2019
TaxoClass: Hierarchical multi-label text classification using only class names
J Shen, W Qiu, Y Meng, J Shang, X Ren, J HanProceedings of the 2021 Conference of the North American Chapter of the …, 2021202
42
2021
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 HanProceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021202
41
2021
Generating training data with language models: Towards zero-shot language understanding
Y Meng, J Huang, Y Zhang, J HanAdvances in Neural Information Processing Systems 35, 462-477, 2022202
40
2022
Weakly-supervised aspect-based sentiment analysis via joint aspect-sentiment topic embedding
J Huang, Y Meng, F Guo, H Ji, J HanProceedings of the 2020 Conference on Empirical Methods in Natural Language …, 202038202
38
2020
Corel: Seed-guided topical taxonomy construction by concept learning and relation transferring
J Huang, Y Xie, Y Meng, Y Zhang, J HanProceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020202
29
2020
Minimally supervised categorization of text with metadata
Y Zhang, Y Meng, J Huang, FF Xu, X Wang, J HanProceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020202
27
2020
Topic discovery via latent space clustering of pretrained language model representations
Y Meng, Y Zhang, J Huang, Y Zhang, J HanProceedings of the ACM Web Conference 2022, 3143-3152, 2022202
26
2022
Ucphrase: Unsupervised context-aware quality phrase tagging
X Gu, Z Wang, Z Bi, Y Meng, L Liu, J Han, J ShangProceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021202
26
2021
Guiding corpus-based set expansion by auxiliary sets generation and co-expansion
J Huang, Y Xie, Y Meng, J Shen, Y Zhang, J HanProceedings of The Web Conference 2020, 2188-2198, 2020202
24
2020
Hierarchical metadata-aware document categorization under weak supervision
Y Zhang, X Chen, Y Meng, J HanProceedings of the th ACM International Conference on Web Search and Data …, 2021202
14
2021
Pretraining text encoders with adversarial mixture of training signal generators
Y Meng, C Xiong, P Bajaj, S Tiwary, P Bennett, J Han, X SongInternational Conference on Learning Representations, 2022202
11
2022
Motifclass: Weakly supervised text classification with higher-order metadata information
Y Zhang, S Garg, Y Meng, X Chen, J HanProceedings of the Fifteenth ACM International Conference on Web Search and …, 2022202
10
2022

Referred From: https://scholar.google.com/citations?user=mzRRX3QAAAAJ&hl=en

Cited by
Citations 1215
h-index 17
i10-index 20
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