no code implementations • 18 Feb 2024 • Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun, Hany Awadalla, Weizhu Chen
To make this task more practical and solvable for LLMs, we introduce a new task setting named tool-augmented scientific reasoning.
no code implementations • 10 Nov 2023 • Jiazhan Feng, Ruochen Xu, Junheng Hao, Hiteshi Sharma, Yelong Shen, Dongyan Zhao, Weizhu Chen
Despite their impressive performance, any parsing errors will inevitably result in the failure of the execution of the external logical solver and no answer to the logical questions.
no code implementations • 5 Dec 2022 • Danfeng Guo, Zijie Huang, Junheng Hao, Yizhou Sun, Wei Wang, Demetri Terzopoulos
Hence, those models are unable to predict further future.
1 code implementation • 11 Feb 2022 • Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han
Large-scale multi-label text classification (LMTC) aims to associate a document with its relevant labels from a large candidate set.
1 code implementation • 15 Mar 2021 • Junheng Hao, Muhao Chen, Wenchao Yu, Yizhou Sun, Wei Wang
The cross-view association model is learned to bridge the embeddings of ontological concepts and their corresponding instance-view entities.
1 code implementation • 7 Mar 2021 • Junheng Hao, Chelsea Ju, Muhao Chen, Yizhou Sun, Carlo Zaniolo, Wei Wang
Leveraging a wide-range of biological knowledge, such as gene ontology and protein-protein interaction (PPI) networks from other closely related species presents a vital approach to infer the molecular impact of a new species.