What makes good data for alignment? a comprehensive study of automatic data selection in instruction tuning W Liu, W Zeng, K He, Y Jiang, J He International Conference on Learning Representations (ICLR) 2024, 2023 | 69 | 2023 |
Todsum: Task-oriented dialogue summarization with state tracking L Zhao, F Zheng, K He, W Zeng, Y Lei, H Jiang, W Wu, W Xu, J Guo, ... arXiv preprint arXiv:2110.12680, 2021 | 25 | 2021 |
Domain-oriented prefix-tuning: Towards efficient and generalizable fine-tuning for zero-shot dialogue summarization L Zhao, F Zheng, W Zeng, K He, W Xu, H Jiang, W Wu, Y Wu arXiv preprint arXiv:2204.04362, 2022 | 18 | 2022 |
Give the truth: Incorporate semantic slot into abstractive dialogue summarization L Zhao, W Zeng, W Xu, J Guo Findings of the Association for Computational Linguistics: EMNLP 2021, 2435-2446, 2021 | 10 | 2021 |
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems W Zeng, K He, Z Wang, D Fu, G Dong, R Geng, P Wang, J Wang, C Sun, ... SereTOD 2022 : Proceedings of the Towards Semi-Supervised and Reinforced …, 2022 | 9 | 2022 |
Adpl: Adversarial prompt-based domain adaptation for dialogue summarization with knowledge disentanglement L Zhao, F Zheng, W Zeng, K He, R Geng, H Jiang, W Wu, W Xu SIGIR 2022 : Proceedings of the 45th International ACM SIGIR Conference on …, 2022 | 6 | 2022 |
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue W Zeng, K He, Y Wang, C Zeng, J Wang, Y Xian, W Xu ACL 2023 : Proceedings of the 61st Annual Meeting of the Association for …, 2023 | 5 | 2023 |
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation W Zeng, L Zhao, K He, R Geng, J Wang, W Wu, W Xu ACL 2023 : Proceedings of the 61st Annual Meeting of the Association for …, 2023 | 4 | 2023 |
Automatic Instruction Evolving for Large Language Models W Zeng, C Xu, Y Zhao, JG Lou, W Chen EMNLP 2024, 2024 | 2 | 2024 |
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery X Song, M Diao, G Dong, Z Wang, Y Fu, R Qiao, Z Wang, D Fu, H Wu, ... arXiv preprint arXiv:2406.08587, 2024 | 1 | 2024 |
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations W Zeng, D Fu, K He, Y Wang, Y Xu, W Xu Findings of the Association for Computational Linguistics: NAACL 2024, 2024 | 1 | 2024 |
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning Y Wang, K He, G Dong, P Wang, W Zeng, M Diao, Y Mou, M Zhang, ... arXiv preprint arXiv:2402.09136, 2024 | 1 | 2024 |
Aqulia-Med LLM: Pioneering Full-Process Open-Source Medical Language Models L Zhao, W Zeng, X Shi, H Zhou, D Hao, Y Lin arXiv preprint arXiv:2406.12182, 2024 | | 2024 |
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses W Zeng, K He, Y Wang, D Fu, W Xu LREC-COLING 2024, 2024 | | 2024 |