杨晓翠，女，博士，东北大学计算机学院，讲师

电子邮箱：yangxiaocui@cse.neu.edu.cn

课题组：东北大学数据挖掘课题组（王大玲老师、冯时老师、张一飞老师）。该课题组隶属于于戈教授领导的数据科学与大数据技术研究组。

教育背景

• 2019.09 – 2024.07，博士，东北大学，计算机科学与工程学院（中国），导师：王大玲教授，冯时副教授
• 2021.10 – 2023.10，联合培养博士， 新加坡科技与设计大学 (新加坡)，导师：Prof. Soujanya Poria
• 2017.09 – 2019.07，硕士，东北大学，计算机科学与工程学院（中国，导师：王大玲教授，冯时副教授）
• 2013.09 – 2017.07，学士，山东科技大学，计算机科学与工程学院（中国）

研究方向

自然语言处理，情感计算，多模态情感分析，多智能体，多模态大语言模型等。

奖学金及荣誉称号

• 2021国家留学基金委留学基金
• 2021年国家奖学金（博士）
• 2017 – 2019年全额学业奖学金
• 2017年校长奖学金

论文列表

2024

Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction.Paper, Code.
Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong , Kun Zhang and Soujanya Poria.
Proceedings of the ACM Web Conference 2024 (WWW-2024), CCF-A.

Few-Shot Multimodal Named Entity Recognition based on Mutlimodal Causal Intervention Graph.Paper.
Feihong Lu, Xiaocui Yang, Qian Li, Qingyun Sun, Ke Jiang, Cheng Ji and Jianxin Li.
LREC-COLING 2024 (COLING 2024), CCF-B.

PAPER: A Persona-Aware Chain-of-Thought Learning Framework for Personalized Dialogue Response Generation.
Yameng Li, Shi Feng, Daling Wang, Yifei Zhang, Xiaocui Yang.
The 13th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2024), CCF-C.

2023

Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts. Paper, Code.
Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong and Soujanya Poria.
2023 ACM Multimedia (ACM MM 2023), CCF-A.

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. Paper, Code.
Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong and Soujanya Poria.
Findings of the Association for Computational Linguistics (2023) (Finds of ACL 2023), CCF-A.

Multiple Contrastive Learning for Multimodal Sentiment Analysis. Paper.
Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong and Soujanya Poria.
2023 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), CCF-B.

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. Paper, Code.
Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang and Soujanya Poria.
The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), CCF-A.

2021

Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. Paper, Code.
Xiaocui Yang, Shi Feng, Yifei Zhang and Daling Wang.
The 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021), CCF-A.

SINN: A speaker influence aware neural network model for emotion detection in conversations.Paper.
Shi Feng, Jia Wei, Daling Wang, Xiaocui Yang, Zhenfei Yang, Yifei Zhang and Ge Yu.
World Wide Web, 2021 (WWWJ 2021), CCF-B.

2020

Image-Text Multimodal Emotion Classification via Multi-View Attentional Network.Paper, Code.
Xiaocui Yang, Shi Feng, Daling Wang and Yifei Zhang.
IEEE Transactions on Multimedia, 2020 (TMM 2020), SCI-1区，CCF-B.

学术服务

• 担任ACL, EMNLP, COLING, ICASSP , NLPCC 等多个国际会议审稿人。