Publications

Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs [paper]
Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu
In arXiv

RecMind: Large Language Model Powered Agent For Recommendation [paper]
Yancheng Wang, Ziyan Jiang*, Zheng Chen*, Fan Yang*, Yingxue Zhou*, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Yingzhen Yang
In NAACL Findings, 2024

Multi-Task Knowledge Enhancement for Zero-Shot and Multi-Domain Recommendation in an AI Assistant Application [paper]
Elan Markowitz, Ziyan Jiang, Fan Yang, Xing Fan, Zheng Chen, Greg Ver Steeg, Aram Galstyan
In arXiv

Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding [paper]
Zheng Chen*, Ziyan Jiang*, Fan Yang*, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Aram Galstyan
(* Equal Contribution)
In EMNLP Industry Track, 2023

PALR: Personalization Aware LLMs for Recommendation [paper]
Fan Yang*, Zheng Chen*, Ziyan Jiang*, Eunah Cho, Xiaojiang Huang, Yanbin Lu
(* Equal Contribution)
In GEN-IR@SIGIR, 2023

KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting [paper]
Jinglun Cai, Mingda Li, Ziyan Jiang, Eunah Cho, Zheng Chen, Yang Liu, Xing Fan, Chenlei Guo
In ICASSP, 2023

PENTATRON: PErsonalized coNText-aware transformer for retrieval-based cOnversational uNderstanding [paper] [presentation]
Niranjan Uma Naresh*, Ziyan Jiang*, Ankit*, Sungjin Lee, Jie Hao, Xing Fan, Chenlei Guo
(* Equal Contribution)
In EMNLP Industry Track, 2022

# HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention [paper][presentation] [code]
Yuji Zhang, Yubo Zhang, Chunpu Xu, Jing Li, Ziyan Jiang, Baolin Peng
In EMNLP, 2021

Personalized Search-based Query Rewrite System for Conversational AI [paper] [presentation]
Eunah Cho, Ziyan Jiang, Jie Hao, Zheng Chen, Saurabh Gupta, Xing Fan, Chenlei Guo
In NLP4ConvAI@EMNLP, 2021

Black-box Attacks on Spoofing Countermeasures Using Transferability of Adversarial Examples [paper]
Yuekai Zhang, Ziyan Jiang, Jesus Villalba, Najim Dehak
In Interspeech, 2020

A Comparative Study on Transformer vs RNN in Speech Applications [paper]
Shigeki Karita, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang
In ASRU, 2019