陆鑫

基本信息

　性别: 男　　　　　　　　　　Email: xlu@ir.hit.edu.cn

　个人主页: http://luxin.xyz　　 Github: https://github.com/luxinxyz

教育经历

　2014年9月至2018年6月：本科，哈尔滨工业大学，计算机科学与技术学院

　2018年9月至2020年6月：硕士，哈尔滨工业大学，计算机科学与技术学院，社会计算与信息检索研究中心，情感计算组

　2020年8月至今：在读博士，哈尔滨工业大学，计算学部，社会计算与信息检索研究中心，情感计算组

研究方向

　自然语言处理、文本情感分析、对话情感， 指导老师：秦兵 和 赵妍妍

发表文章

  1. Xin Lu, Yanyan Zhao, Bing Qin, Liangyu Huo, Qing Yang and Dongliang Xu. How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers. The 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024). 2024. CCF A类

  2. Xin Lu, Yanyan Zhao and Bing Qin. Vanilla Transformers are Transfer Capability Teachers. arXiv. 2024

  3. Xin Lu, Zhuojun Li, Yanpeng Tong, Yanyan Zhao and Bing Qin. HIT-SCIR at WASSA 2023: Empathy and Emotion Analysis at the Utterance-Level and the Essay-Level. Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2023). 2023

  4. Xin Lu, Weixiang Zhao, Yanyan Zhao, Bing Qin, Zhentao Zhang and Junjie Wen. A Topic-Enhanced Approach for Emotion Distribution Forecasting in Conversations. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023). 2023. CCF B类

  5. Yanyan Zhao, Xin Lu, Weixiang Zhao, Yijian Tian and Bing Qin. Review of Emotional Dialogue Techniques. Ruan Jian Xue Bao/Journal of Software. 2022 (in Chinese)

  6. Xin Lu, Yijian Tian, Yanyan Zhao and Bing Qin. Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots. Findings of the Association for Computational Linguistics: EMNLP 2021 (Findings of EMNLP 2021). 2021

  7. Xin Lu, Yanyan Zhao, Yang Wu, Yijian Tian, Huipeng Chen and Bing Qin. An Iterative Emotion Interaction Network for Emotion Recognition in Conversations. Proceeding of the 28th International Conference on Computational Linguistics (COLING 2020). 2020. CCF B类

  8. Weixiang Zhao, Yanyan Zhao, Xin Lu, Shilong Wang, Yanpeng Tong and Bing Qin. Is ChatGPT Equipped with Emotional Dialogue Capabilities? arXiv. 2023

  9. Weixiang Zhao, Yanyan Zhao, Xin Lu and Bing Qin. Don’t Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness. Findings of the Association for Computational Linguistics: ACL 2023 (Findings of ACL 2023). 2023

  10. Bichen Wang, Yanyan Zhao, Xin Lu and Bing Qin. Cognitive Distortion Based Explainable Depression Detection and Analysis Technologies for the Adolescent Internet Users on Social Media. Frontiers in Public Health. 2023. SCI

  11. Weixiang Zhao, Yanyan Zhao and Xin Lu. CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations. The 31st International Joint Conference on Artificial Intelligence (IJCAI 2022). 2022. CCF A类

  12. Yang Wu, Yanyan Zhao, Xin Lu, Bing Qin, Yin Wu, Jian Sheng and Jinlong Li. Modeling Incongruity between Modalities for Multimodal Sarcasm Detection. IEEE MultiMedia. 2021. SCI

  13. Weixiang Zhao, Yanyan Zhao, Xin Lu, Bing Qin. An Aspect-Centralized Graph Convolutional Network for Aspect-based Sentiment Classification. The 10th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2021). 2021. CCF C类

  14. Jianhua Yuan, Yang Wu, Xin Lu, Yanyan Zhao, Bing Qin and Ting Liu. Recent Advances in Deep Learning Based Sentiment Analysis. SCIENCE CHINA Technological Sciences. 2020. SCI

实习经历

　2017年9月至2018年8月：科大讯飞北京研究院