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2020 – today
- 2025
[c11]Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su:
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models. ICML 2025- [c10]Yizhu Jiao
, Siru Ouyang, Ming Zhong, Yunyi Zhang, Linyi Ding, Sizhe Zhou, Jiawei Han:
Retrieval and Structuring Augmented Generation with LLMs for Web Applications. WWW (Companion Volume) 2025: 25-28 - [i10]Jimeng Shi, Azam Shirali, Bowen Jin, Sizhe Zhou, Wei Hu, Rahuul Rangaraj, Shaowen Wang, Jiawei Han, Zhaonan Wang, Upmanu Lall, Yanzhao Wu, Leonardo Bobadilla, Giri Narasimhan:
Deep Learning and Foundation Models for Weather Prediction: A Survey. CoRR abs/2501.06907 (2025) - [i9]Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su:
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models. CoRR abs/2502.14802 (2025) - [i8]Jiashuo Sun, Xianrui Zhong, Sizhe Zhou, Jiawei Han:
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation. CoRR abs/2505.07233 (2025) - [i7]Jimeng Shi, Sizhe Zhou, Bowen Jin, Wei Hu, Shaowen Wang, Giri Narasimhan, Jiawei Han:
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering. CoRR abs/2505.19288 (2025) - [i6]Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han:
TEXT2DB: Integration-Aware Information Extraction with Large Language Model Agents. CoRR abs/2510.24014 (2025) - 2024
- [c9]Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han:
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. ACL (Findings) 2024: 185-205 - [c8]Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han:
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. EMNLP 2024: 13462-13486 - [c7]Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han:
Topic-Oriented Open Relation Extraction with A Priori Seed Generation. EMNLP 2024: 13834-13845 - [c6]Yunyi Zhang, Ming Zhong, Siru Ouyang, Yizhu Jiao, Sizhe Zhou, Linyi Ding, Jiawei Han:
Automated Mining of Structured Knowledge from Text in the Era of Large Language Models. KDD 2024: 6644-6654 - [c5]Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang:
Geospatial Topological Relation Extraction from Text with Knowledge Augmentation. SDM 2024: 472-480 - [c4]Taaha Kazi, Ruiliang Lyu, Sizhe Zhou, Dilek Hakkani-Tür, Gokhan Tur:
Large Language Models as User-Agents For Evaluating Task-Oriented-Dialogue Systems. SLT 2024: 913-920 - [i5]Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han:
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. CoRR abs/2402.11142 (2024) - [i4]Linyi Ding, Sizhe Zhou, Jinfeng Xiao, Jiawei Han:
Automated Construction of Theme-specific Knowledge Graphs. CoRR abs/2404.19146 (2024) - [i3]Sizhe Zhou, Sha Li, Yu Meng, Yizhu Jiao, Heng Ji, Jiawei Han:
Establishing Knowledge Preference in Language Models. CoRR abs/2407.13048 (2024) - [i2]Taaha Kazi, Ruiliang Lyu, Sizhe Zhou, Dilek Hakkani-Tur, Gokhan Tur:
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems. CoRR abs/2411.09972 (2024) - 2023
- [c3]Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao:
Towards End-to-End Open Conversational Machine Reading. EACL (Findings) 2023: 2019-2031 - [c2]Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, Shaowen Wang:
Geospatial Knowledge Hypercube. SIGSPATIAL/GIS 2023: 79:1-79:4 - [c1]Sizhe Zhou, Suyu Ge, Jiaming Shen, Jiawei Han:
Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns. ECML/PKDD (4) 2023: 20-38 - 2022
- [i1]Sizhe Zhou, Siru Ouyang, Zhuosheng Zhang, Hai Zhao:
Towards End-to-End Open Conversational Machine Reading. CoRR abs/2210.07113 (2022)
Coauthor Index
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