Answering numerical reasoning questions in table-text hybrid contents with graph-based encoder and tree-based decoder F Lei, S He, X Li, J Zhao, K Liu
COLING 2022, 2022
23 2022 Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments T Xie, D Zhang, J Chen, X Li, S Zhao, R Cao, TJ Hua, Z Cheng, D Shin, ...
arXiv preprint arXiv:2404.07972, 2024
18 2024 S3eval: A synthetic, scalable, systematic evaluation suite for large language models F Lei, Q Liu, Y Huang, S He, J Zhao, K Liu
NAACL 2024, 2023
12 2023 Menatqa: A new dataset for testing the temporal comprehension and reasoning abilities of large language models Y Wei, Y Su, H Ma, X Yu, F Lei, Y Zhang, J Zhao, K Liu
EMNLP 2023 Findings, 2023
11 2023 S HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering F Lei, X Li, Y Wei, S He, Y Huang, J Zhao, K Liu
ACL 2023, 2023
11 2023 Multi-view graph representation learning for answering hybrid numerical reasoning question Y Wei, F Lei, Y Zhang, J Zhao, K Liu
arXiv preprint arXiv:2305.03458, 2023
10 2023 Competition-level problems are effective llm evaluators Y Huang, Z Lin, X Liu, Y Gong, S Lu, F Lei, Y Liang, Y Shen, C Lin, ...
ACL 2024 Findings, 2023
7 2023 Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent X Yu, T Luo, Y Wei, F Lei, Y Huang, P Hao, L Zhu
arXiv preprint arXiv:2402.13717, 2024
6 2024 Moelora: Contrastive learning guided mixture of experts on parameter-efficient fine-tuning for large language models T Luo, J Lei, F Lei, W Liu, S He, J Zhao, K Liu
arXiv preprint arXiv:2402.12851, 2024
6 2024 Assessing knowledge editing in language models via relation perspective Y Wei, X Yu, H Ma, F Lei, Y Weng, R Song, K Liu
arXiv preprint arXiv:2311.09053, 2023
6 2023 MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images W Liu, F Lei, T Luo, J Lei, S He, J Zhao, K Liu
arXiv preprint arXiv:2309.04790, 2023
6 2023 TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering F Lei, T Luo, P Yang, W Liu, H Liu, J Lei, Y Huang, Y Wei, S He, J Zhao, ...
arXiv preprint arXiv:2310.15075, 2023
5 2023 Answer-based entity extraction and alignment for visual text question answering J Yu, M Jing, W Liu, T Luo, B Zhang, K Lu, F Lei, J Sun, J Liang
ACM MM 2023, 2023
4 2023 Hrot: Hybrid prompt strategy and retrieval of thought for table-text hybrid question answering T Luo, F Lei, J Lei, W Liu, S He, J Zhao, K Liu
arXiv preprint arXiv:2309.12669, 2023
2 2023 Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? R Cao, F Lei, H Wu, J Chen, Y Fu, H Gao, X Xiong, H Zhang, Y Mao, W Hu, ...
arXiv preprint arXiv:2407.10956, 2024
1 2024 Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering X Li, S He, F Lei, JY JunYang, T Su, K Liu, J Zhao
ACL 2024 Findings, 2024
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