Search Results for author: Kangwei Liu

Found 6 papers, 4 papers with code

ChatCell: Facilitating Single-Cell Analysis with Natural Language

1 code implementation13 Feb 2024 Yin Fang, Kangwei Liu, Ningyu Zhang, Xinle Deng, Penghui Yang, Zhuo Chen, Xiangru Tang, Mark Gerstein, Xiaohui Fan, Huajun Chen

As Large Language Models (LLMs) rapidly evolve, their influence in science is becoming increasingly prominent.

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

3 code implementations5 Feb 2024 Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, Kangwei Liu, Lei LI, Zhen Bi, Guozhou Zheng, Huajun Chen

In recent years, instruction tuning has gained increasing attention and emerged as a crucial technique to enhance the capabilities of Large Language Models (LLMs).

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

2 code implementations14 Aug 2023 Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen

Large Language Models (LLMs) usually suffer from knowledge cutoff or fallacy issues, which means they are unaware of unseen events or generate text with incorrect facts owing to outdated/noisy data.

knowledge editing

Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

1 code implementation13 Jun 2023 Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen

Large Language Models (LLMs), with their remarkable task-handling capabilities and innovative outputs, have catalyzed significant advancements across a spectrum of fields.

Catalytic activity prediction Chemical-Disease Interaction Extraction +14

GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs

no code implementations CVPR 2015 Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang

al propose the range move algorithms, which are one of the most successful solvers to this problem.

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