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Xuansheng Wu
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2020 – today
- 2024
- [j1]Gyeong-Geon Lee
, Ehsan Latif
Applying large language models and chain-of-thought for automatic scoring. Comput. Educ. Artif. Intell. 6: 100213 (2024) - [c7]Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu:
InFoBench: Evaluating Instruction Following Ability in Large Language Models. ACL (Findings) 2024: 13025-13048 - [c6]Yucheng Shi, Qiaoyu Tan, Xuansheng Wu, Shaochen Zhong, Kaixiong Zhou, Ninghao Liu:
Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering. CIKM 2024: 2056-2066 - [c5]Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu:
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. NAACL-HLT 2024: 2341-2369 - [c4]Xuansheng Wu
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation. WWW 2024: 3566-3575 - [i13]Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu:
InFoBench: Evaluating Instruction Following Ability in Large Language Models. CoRR abs/2401.03601 (2024) - [i12]Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu:
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era. CoRR abs/2403.08946 (2024) - [i11]Yucheng Shi, Qiaoyu Tan, Xuansheng Wu, Shaochen Zhong, Kaixiong Zhou, Ninghao Liu:
Retrieval-Enhanced Knowledge Editing for Multi-Hop Question Answering in Language Models. CoRR abs/2403.19631 (2024) - [i10]Xuansheng Wu, Padmaja Pravin Saraf, Gyeong-Geon Lee, Ehsan Latif, Ninghao Liu, Xiaoming Zhai:
Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring. CoRR abs/2407.18328 (2024) - [i9]Zhenyue Qin, Yu Yin, Dylan Campbell, Xuansheng Wu, Ke Zou, Yih-Chung Tham, Ninghao Liu, Xiuzhen Zhang, Qingyu Chen:
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models. CoRR abs/2410.01620 (2024) - 2023
- [c3]Xuansheng Wu, Xinyu He, Tianming Liu, Ninghao Liu, Xiaoming Zhai:
Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-Shot Prompt Learning for Automatic Scoring in Science Education. AIED 2023: 401-413 - [c2]Yucheng Shi, Mengnan Du, Xuansheng Wu, Zihan Guan, Jin Sun, Ninghao Liu:
Black-box Backdoor Defense via Zero-shot Image Purification. NeurIPS 2023 - [i8]Xuansheng Wu, Xinyu He, Tianming Li, Ninghao Liu, Xiaoming Zhai:
Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt Learning for Automatic Scoring in Science Education. CoRR abs/2301.08771 (2023) - [i7]Xuansheng Wu, Zhiyi Zhao, Ninghao Liu:
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation. CoRR abs/2302.12903 (2023) - [i6]Xuansheng Wu, Kaixiong Zhou, Mingchen Sun, Xin Wang, Ninghao Liu:
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges. CoRR abs/2303.07275 (2023) - [i5]Yucheng Shi, Mengnan Du, Xuansheng Wu, Zihan Guan, Ninghao Liu:
Black-box Backdoor Defense via Zero-shot Image Purification. CoRR abs/2303.12175 (2023) - [i4]Ehsan Latif, Gengchen Mai, Matthew Nyaaba
Artificial General Intelligence (AGI) for Education. CoRR abs/2304.12479 (2023) - [i3]Xuansheng Wu, Huachi Zhou, Wenlin Yao, Xiao Huang
Towards Personalized Cold-Start Recommendation with Prompts. CoRR abs/2306.17256 (2023) - [i2]Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu:
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. CoRR abs/2310.00492 (2023) - [i1]Gyeong-Geon Lee, Ehsan Latif, Xuansheng Wu, Ninghao Liu, Xiaoming Zhai:
Applying Large Language Models and Chain-of-Thought for Automatic Scoring. CoRR abs/2312.03748 (2023) - 2021
- [c1]Xuansheng Wu, Feichi Yang, Tong Zhou, Xinyue Lin:
Rethinking the Impacts of Overfitting and Feature Quality on Small-scale Video Classification. ACM Multimedia 2021: 4760-4764
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