Yanjie Gou — accepted AI-conference papers

2024

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models

Ningyu Zhang, Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Yi Hu, Kouying Xue +3

IJCAI 2024poster

Knowledge editing for large language models can offer an efficient solution to alter a model’s behavior without negatively impacting the overall performance. However, the current approaches encounter issues with limited generalizability across tasks, necessitating one distinct editor for each task,…

Cited by 13 Source ↗PDF ↗code ↗Scholar ↗

2021

Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems

Yanjie Gou, Yinjie Lei, Lingqiao Liu, Yong Dai, Chunxu Shen

EMNLP 2021main

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. The existing works represent the entity with only perceiving a part of its KB cont…

Cited by 19 Source ↗PDF ↗code ↗Scholar ↗