Seqmix: Augmenting active sequence labeling via sequence mixup R Zhang, Y Yu, C Zhang EMNLP 2020, 8566-8579, 2020 | 73 | 2020 |
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning R Zhang, Y Yu, P Shetty, L Song, C Zhang ACL 2022, 745-758, 2022 | 41 | 2022 |
Actune: Uncertainty-based active self-training for active fine-tuning of pretrained language models Y Yu, L Kong, J Zhang, R Zhang, C Zhang Proceedings of the 2022 conference of the North American chapter of the …, 2022 | 32* | 2022 |
Cold-start data selection for few-shot language model fine-tuning: A prompt-based uncertainty propagation approach Y Yu, R Zhang, R Xu, J Zhang, J Shen, C Zhang arXiv preprint arXiv:2209.06995, 2022 | 16 | 2022 |
Regen: Zero-shot text classification via training data generation with progressive dense retrieval Y Yu, Y Zhuang, R Zhang, Y Meng, J Shen, C Zhang arXiv preprint arXiv:2305.10703, 2023 | 14 | 2023 |
Cold-start data selection for better few-shot language model fine-tuning: A prompt-based uncertainty propagation approach Y Yu, R Zhang, R Xu, J Zhang, J Shen, C Zhang Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 9 | 2023 |
Do not blindly imitate the teacher: Using perturbed loss for knowledge distillation R Zhang, J Shen, T Liu, J Liu, M Bendersky, M Najork, C Zhang arXiv preprint arXiv:2305.05010, 2023 | 7 | 2023 |
Adaptive multi-view rule discovery for weakly-supervised compatible products prediction R Zhang, R West, X Cui, C Zhang Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 4 | 2022 |
AcTune: Uncertainty-aware Active Self-Training for Semi-Supervised Active Learning with Pretrained Language Models Y Yu, L Kong, J Zhang, R Zhang, C Zhang NAACL 2022, 2021 | 4* | 2021 |
Local Boosting for Weakly-Supervised Learning R Zhang, Y Yu, J Shen, X Cui, C Zhang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 2 | 2023 |
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models Y Heng, C Deng, Y Li, Y Yu, Y Li, R Zhang, C Zhang arXiv preprint arXiv:2403.11103, 2024 | | 2024 |
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance H Wang, R Zhang, Y Li, L Kong, Y Zhuang, X Chen, C Zhang arXiv preprint arXiv:2401.13849, 2024 | | 2024 |