Preprints
Quanyu Long, Jianda Chen, Wenya Wang, Sinno Pan. Large Language Models Know What Makes Exemplary Contexts. 2024.
Quanyu Long $^{*}$, Yue Deng $^{*}$, Leilei Gan, Wenya Wang, Sinno Pan. Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. 2024.
Publications
Quanyu Long $^{*}$, Yin Wu $^{*}$, Wenya Wang, Sinno Pan. Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning. CoLM 2024.
Quanyu Long, Wenya Wang, Sinno Pan. Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. EMNLP 2023.
Quanyu Long, Tianze Luo, Wenya Wang, Sinno Pan. Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. NAACL 2022.
Quanyu Long, Mingxuan Wang, Lei Li. Generative Imagination Elevates Machine Translation. NAACL 2021.
Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang. On the Robustness of Language Encoders against Grammatical Errors. ACL 2020.
Lin Qiu, Dongyu Ru, Quanyu Long, Weinan Zhang, Yong Yu. QA4IE: A Question Answering Based System for Document-Level General Information Extraction. IEEE Access.