Search Results for author: Zhongmou He

Found 4 papers, 4 papers with code

Multimodal Graph Benchmark

1 code implementation • 24 Jun 2024 • Jing Zhu, YuHang Zhou, Shengyi Qian, Zhongmou He, Tong Zhao, Neil Shah, Danai Koutra

Associating unstructured data with structured information is crucial for real-world tasks that require relevance search.

20

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Code

LinkGPT: Teaching Large Language Models To Predict Missing Links

1 code implementation • 7 Jun 2024 • Zhongmou He, Jing Zhu, Shengyi Qian, Joyce Chai, Danai Koutra

To address the efficiency challenges at inference time, we introduce a retrieval-reranking scheme.

Few-Shot Learning Link Prediction +1

12

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Code

GeoGalactica: A Scientific Large Language Model in Geoscience

1 code implementation • 31 Dec 2023 • Zhouhan Lin, Cheng Deng, Le Zhou, Tianhang Zhang, Yi Xu, Yutong Xu, Zhongmou He, Yuanyuan Shi, Beiya Dai, Yunchong Song, Boyi Zeng, Qiyuan Chen, Yuxun Miao, Bo Xue, Shu Wang, Luoyi Fu, Weinan Zhang, Junxian He, Yunqiang Zhu, Xinbing Wang, Chenghu Zhou

To our best knowledge, it is the largest language model for the geoscience domain.

Document Classification General Knowledge +4

20

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K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization

1 code implementation • 8 Jun 2023 • Cheng Deng, Tianhang Zhang, Zhongmou He, Yi Xu, Qiyuan Chen, Yuanyuan Shi, Luoyi Fu, Weinan Zhang, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He

Large language models (LLMs) have achieved great success in general domains of natural language processing.

Language Modelling

173

Paper
Code

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