1 code implementation • 25 Feb 2024 • Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Ningyu Zhang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen
Knowledge editing for large language models can offer an efficient solution to alter a model's behavior without negatively impacting the overall performance.
no code implementations • 20 Aug 2022 • Yanjie Gou, Yinjie Lei, Lingqiao Liu, Yong Dai, Chunxu Shen, Yongqi Tong
Existing works usually formulate the span detection as a 1D token tagging problem, and model the sentiment recognition with a 2D tagging matrix of token pairs.
no code implementations • EMNLP 2021 • Yanjie Gou, Yinjie Lei, Lingqiao Liu, Yong Dai, Chunxu Shen
Incorporating knowledge bases (KB) into end-to-end task-oriented dialogue systems is challenging, since it requires to properly represent the entity of KB, which is associated with its KB context and dialogue context.
Ranked #2 on Task-Oriented Dialogue Systems on KVRET
no code implementations • 15 Nov 2019 • Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Xi Peng
To account for this style shift, the model should adjust its parameters in accordance with entity types.