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Yu Gu
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AgentBench: Evaluating LLMs as Agents
X Liu*, H Yu*, H Zhang*, Y Xu, X Lei, H Lai, Y Gu, H Ding, K Men, K Yang, ...
ICLR 2024, 2023
452*2023
Mind2Web: Towards a Generalist Agent for the Web
X Deng, Y Gu, B Zheng, S Chen, S Stevens, B Wang, H Sun, Y Su
NeurIPS 2023, 2023
3492023
Beyond IID: three levels of generalization for question answering on knowledge bases
Y Gu, S Kase, M Vanni, B Sadler, P Liang, X Yan, Y Su
WWW 2021, 3477-3488, 2021
2312021
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
J Yu, X Wang, S Tu, S Cao, D Zhang-Li, X Lv, H Peng, Z Yao, X Zhang, ...
ICLR 2024, 2023
1152023
Few-shot In-context Learning for Knowledge Base Question Answering
T Li, X Ma, A Zhuang, Y Gu, Y Su, W Chen
ACL 2023, 2023
942023
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments
Y Gu, X Deng, Y Su
🏆 ACL 2023 (Outstanding Paper Award), 2023
862023
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
Z Li, S Fan, Y Gu, X Li, Z Duan, B Dong, N Liu, J Wang
AAAI 2024, 2023
752023
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering
Y Gu, Y Su
🏆 COLING 2022 (Outstanding Paper Award), 2022
692022
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
BJ Gutiérrez, Y Shu, Y Gu, M Yasunaga, Y Su
NeurIPS 2024, 2024
342024
Knowledge Base Question Answering: A Semantic Parsing Perspective
Y Gu, V Pahuja, G Cheng, Y Su
AKBC 2022, 2022
342022
Clues Before Answers: Generation-Enhanced Multiple-Choice QA
Z Huang, A Wu, J Zhou, Y Gu, Y Zhao, G Cheng
NAACL 2022, 2022
292022
Relevance Search over Schema-Rich Knowledge Graphs
Y Gu, T Zhou, G Cheng, Z Li, JZ Pan, Y Qu
WSDM 2019, 114-122, 2019
232019
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
Y Gu, Y Shu, H Yu, X Liu, Y Dong, J Tang, J Srinivasa, H Latapie, Y Su
EMNLP 2024, 2024
222024
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
X Liu*, T Zhang*, Y Gu*, IL Iong, Y Xu, X Song, S Zhang, H Lai, X Liu, ...
ICLR 2025, 2024
21*2024
ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval
T Lin, Q Chen, G Cheng, A Soylu, B Ell, R Zhao, Q Shi, X Wang, Y Gu, ...
SIGIR 2022, 2981-2991, 2022
152022
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents
Y Gu*, B Zheng*, B Gou, K Zhang, C Chang, S Srivastava, Y Xie, P Qi, ...
arXiv preprint arXiv:2411.06559, 2024
52024
Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks
Y Gu, J Pan, G Cheng, H Paulheim, G Stoilos
14th International Workshop on Neural-Symbolic Learning and Reasoning, 48-53, 2019
52019
A Systematic Investigation of KB-Text Embedding Alignment at Scale
V Pahuja, Y Gu, W Chen, M Bahrami, L Liu, WP Chen, Y Su
ACL 2021, 1764–1774, 2021
32021
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs
V Pahuja, W Luo, Y Gu, CH Tu, HY Chen, T Berger-Wolf, C Stewart, ...
ACM International Conference on Information and Knowledge Management (CIKM), 2024
2*2024
TRAVERS: A Diversity-Based Dynamic Approach to Iterative Relevance Search over Knowledge Graphs
Z Li, Y Gu, Y Shen, W Hu, G Cheng
WWW 2023, 2560-2571, 2023
12023
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