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Yu Gu (谷雨)
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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
Proceedings of the Web Conference 2021, 3477-3488, 2021
1522021
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
131*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
882023
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
462023
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering
Y Gu, Y Su
COLING 2022 (Outstanding Paper Award), 2022
412022
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
342023
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
302023
Knowledge Base Question Answering: A Semantic Parsing Perspective
Y Gu, V Pahuja, G Cheng, Y Su
AKBC 2022, 2022
222022
Relevance Search over Schema-Rich Knowledge Graphs
Y Gu, T Zhou, G Cheng, Z Li, JZ Pan, Y Qu
Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019
202019
Clues Before Answers: Generation-Enhanced Multiple-Choice QA
Z Huang, A Wu, J Zhou, Y Gu, Y Zhao, G Cheng
NAACL 2022, 2022
162022
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
122023
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, ...
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
52022
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
42019
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
arXiv preprint arXiv:2402.14672, 2024
22024
A Systematic Investigation of KB-Text Embedding Alignment at Scale
V Pahuja, Y Gu, W Chen, M Bahrami, L Liu, WP Chen, Y Su
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
22021
Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs
V Pahuja, W Luo, Y Gu, CH Tu, HY Chen, T Berger-Wolf, C Stewart, ...
arXiv preprint arXiv:2401.00608, 2023
12023
Diversified and Verbalized Result Summarization for Semantic Association Search
Y Gu, Y Liang, G Cheng, D Liu, R Wei, Y Qu
International Conference on Web Information Systems Engineering, 381-390, 2018
12018
A Branching Decoder for Set Generation
Z Huang, G Xiao, Y Gu, G Cheng
The Twelfth International Conference on Learning Representations, 2024
2024
CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering
D Yu, Y Gu, C Xiong, Y Yang
Findings of the Association for Computational Linguistics: EMNLP 2023, 12748 …, 2023
2023
TRAVERS: A Diversity-Based Dynamic Approach to Iterative Relevance Search over Knowledge Graphs
Z Li, Y Gu, Y Shen, W Hu, G Cheng
Proceedings of the ACM Web Conference 2023, 2560-2571, 2023
2023
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Articles 1–20