Yu Meng
University of Illinois at Urbana-Champaign
H-index: 19
North America-United States
Top articles of Yu Meng
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Large language model as attributed training data generator: A tale of diversity and bias | Advances in Neural Information Processing Systems | Yue Yu* Yuchen Zhuang* Jieyu Zhang* Yu Meng Alexander Ratner | 2023/6/28 |
Evaluating large language models at evaluating instruction following | arXiv preprint arXiv:2310.07641 | Zhiyuan Zeng Jiatong Yu Tianyu Gao Yu Meng Tanya Goyal | 2023/10/11 |
Tuning language models as training data generators for augmentation-enhanced few-shot learning | ICML 2023 | Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek Abdelzaher | 2023/7 |
Generating training data with language models: Towards zero-shot language understanding | NeurIPS 2022 | Yu Meng Jiaxin Huang Yu Zhang Jiawei Han | 2022/11 |
Topic discovery via latent space clustering of pretrained language model representations | Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han | 2022/4 | |
Ucphrase: Unsupervised context-aware quality phrase tagging | Xiaotao Gu Zihan Wang Zhenyu Bi Yu Meng Liyuan Liu | 2021/8/14 | |
Coco-lm: Correcting and contrasting text sequences for language model pretraining | Advances in Neural Information Processing Systems | Yu Meng Chenyan Xiong Payal Bajaj Paul Bennett Jiawei Han | 2021/12/6 |
TaxoClass: Hierarchical multi-label text classification using only class names | NAAC'21: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies,{NAACL-HLT} 2021 | Jiaming Shen Wenda Qiu Yu Meng Jingbo Shang Xiang Ren | 2021/6 |
Distantly-supervised named entity recognition with noise-robust learning and language model augmented self-training | arXiv preprint arXiv:2109.05003 | Yu Meng Yunyi Zhang Jiaxin Huang Xuan Wang Yu Zhang | 2021/9/10 |
Corel: Seed-guided topical taxonomy construction by concept learning and relation transferring | Jiaxin Huang Yiqing Xie Yu Meng Yunyi Zhang Jiawei Han | 2020/8/23 | |
Text classification using label names only: A language model self-training approach | arXiv preprint arXiv:2010.07245 | Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji | 2020/10/14 |
Hierarchical topic mining via joint spherical tree and text embedding | Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Chao Zhang | 2020/8 | |
Minimally supervised categorization of text with metadata | Yu Zhang Yu Meng Jiaxin Huang Frank F Xu Xuan Wang | 2020/7/25 | |
Discriminative topic mining via category-name guided text embedding | Yu Meng Jiaxin Huang Guangyuan Wang Zihan Wang Chao Zhang | 2020/4/20 | |
Guiding corpus-based set expansion by auxiliary sets generation and co-expansion | Jiaxin Huang Yiqing Xie Yu Meng Jiaming Shen Yunyi Zhang | 2020/4/20 | |
Weakly-supervised aspect-based sentiment analysis via joint aspect-sentiment topic embedding | arXiv preprint arXiv:2010.06705 | Jiaxin Huang Yu Meng Fang Guo Heng Ji Jiawei Han | 2020/10/13 |
Co-Authors
