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 | 196* | 2023 |
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 | 169 | 2021 |
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 | 146 | 2023 |
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 | 71 | 2023 |
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Y Gu, Y Su COLING 2022 (Outstanding Paper Award), 2022 | 50 | 2022 |
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 | 49 | 2023 |
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 | 40 | 2023 |
Knowledge Base Question Answering: A Semantic Parsing Perspective Y Gu, V Pahuja, G Cheng, Y Su AKBC 2022, 2022 | 28 | 2022 |
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 | 23 | 2019 |
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 | 21 | 2023 |
Clues Before Answers: Generation-Enhanced Multiple-Choice QA Z Huang, A Wu, J Zhou, Y Gu, Y Zhao, G Cheng NAACL 2022, 2022 | 17 | 2022 |
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 | 6 | 2022 |
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 | 5 | 2024 |
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 | 4 | 2019 |
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models BJ Gutiérrez, Y Shu, Y Gu, M Yasunaga, Y Su arXiv preprint arXiv:2405.14831, 2024 | 2 | 2024 |
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 | 2 | 2021 |
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 | 1 | 2023 |
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 | 1 | 2018 |
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 |