Publications

A collection of my research work, underline means equal contribution

Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation

Tianyi Hu, Andrea Morales-Garz'on, Jingyi Zheng, Maria Maistro, Daniel Hershcovich

ACL 2026 (Main) 2026

DIVERGE: Diversity-Enhanced RAG for Open-Ended Information Seeking

Tianyi Hu, Niket Tandon, Akhil Arora

arXiv preprint 2026

Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification

Yiju Guo, Tianyi Hu, Zexu Sun, Yankai Lin

ACL 2026(findings) 2026

CL-attack: Textual Backdoor Attacks via Cross-Lingual Triggers

Jingyi Zheng, Tianyi Hu (co-first author), Tianshuo Cong, Xinlei He

AAAI 2025 2025

Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks

Wenhan Dong, Tianyi Hu, Jingyi Zheng, Zhen Sun, Yuemeng Zhao, Yule Liu, Xinlei He, Xinyi Huang

IJCAI 2025 Workshop on User-Aligned Assessment of Adaptive AI Systems 2025

Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews

Chenye Zou, Xingyue Wen, Tianyi Hu, Qian Janice Wang, Daniel Hershcovich

EMNLP 2025 (findings) 2025

CHASM: Unveiling Covert Advertisements on Chinese Social Media

Jingyi Zheng, Tianyi Hu (co-first author), Yule Liu, Zhen Sun, Zongmin Zhang, Zifan Peng, Wenhan Dong, Xinlei He

NeuIPS 2025 (Datasets and Benchmarks Track) 2025

Bridging cultures in the kitchen: A framework and benchmark for cross-cultural recipe retrieval

Tianyi Hu, Maria Maistro, Daniel Hershcovich

EMNLP 2024 (Main) 2024