Publications

Preprints

• Quanyu Long $^{*}$, Yin Wu $^{*}$, Wenya Wang, Sinno Pan. Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning. Under review.

• Quanyu Long $^{*}$, Yue Deng $^{*}$, Leilei Gan, Wenya Wang, Sinno Pan. Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. Under review.

Publications

• 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.