My Violin Accompaniment for Chorus
Published:
Apr. 15th, 2023
Posts by Collection
portfolio
Portfolio item number 2
Published:
Short description of portfolio item number 2 
publications
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling
Published in Findings of EMNLP, 2022
EMNLP 2022 received 3964 papers and finally accepted 828 main conference papers (20.91%) and 548 findings (13.85%). 34.76% papers were accepted in total.
Recommended citation: Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, and Zhengyi Ma. 2022. MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling. In Findings of the Association for Computational Linguistics: EMNLP 2022, pages 1030–1042, Abu Dhabi, United Arab Emirates. Association for Computational Linguistics. https://aclanthology.org/2022.findings-emnlp.73/
CAGS: Context-Aware Document Ranking with Contrastive Graph Sampling
Published in TKDE, 2024
TKDE 2024 published 12 issues with a total of 666 papers.
Recommended citation: Z. Huang, Z. Dou, Y. Zhu and J. -R. Wen, CAGS: Context-Aware Document Ranking with Contrastive Graph Sampling, in IEEE Transactions on Knowledge and Data Engineering, doi: 10.1109/TKDE.2024.3491996. keywords: {Data augmentation;Context modeling;Data models;Search engines;Contrastive learning;Training;Search problems;Encoding;Bidirectional control;Predictive models;Context-aware document ranking;contrastive learning;graph sampling} https://ieeexplore.ieee.org/document/10742917
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
Published in AAAI, 2025
AAAI 2025 received 12,957 submissions (not including desk rejected papers), and among these we have accepted 3,032 submissions for presentation at the conference, an acceptance rate of 23.4%.
Recommended citation: Zhu, Y., Huang, Z., Dou, Z., & Wen, J.-R. (2025). One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models. Proceedings of the AAAI Conference on Artificial Intelligence, 39(24), 26166-26174. https://doi.org/10.1609/aaai.v39i24.34813 https://ojs.aaai.org/index.php/AAAI/article/view/34813
reading
Reading Format
Published:
Reading Time: 23/07/11
Attention Is All You Need
Published:
Reading Time: 23/06/25
Reading Format
Published:
Reading Time: 23/07/31
Augmenting Language Models with Long-Term Memory
Published:
Reading Time: 23/07/11
LLM Survey
Published:
Reading Time: 23/08/03
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown! w
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.