Search Results for author: Tianhang Zhang

Found 4 papers, 4 papers with 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

4

Paper
Code

Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus

1 code implementation • 22 Nov 2023 • Tianhang Zhang, Lin Qiu, Qipeng Guo, Cheng Deng, Yue Zhang, Zheng Zhang, Chenghu Zhou, Xinbing Wang, Luoyi Fu

Large Language Models (LLMs) have gained significant popularity for their impressive performance across diverse fields.

Hallucination Retrieval

12

Paper
Code

Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

1 code implementation • 11 Oct 2023 • Cunxiang Wang, Xiaoze Liu, Yuanhao Yue, Xiangru Tang, Tianhang Zhang, Cheng Jiayang, Yunzhi Yao, Wenyang Gao, Xuming Hu, Zehan Qi, Yidong Wang, Linyi Yang, Jindong Wang, Xing Xie, Zheng Zhang, Yue Zhang

This survey addresses the crucial issue of factuality in Large Language Models (LLMs).

Retrieval Specificity

276

Paper
Code

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

141

Paper
Code

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