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Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
会议论文
ARXIV, Tianjin Univ Sci & Tech,Tianjin,PEOPLES R CHINA, AUG 05-08, 2024
作者:
Cheng, Ning
;
Yan, Zhaohui
;
Wang, Ziming
;
Li, Zhijie
;
Yu, Jiaming
Adobe PDF(680Kb)
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收藏
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浏览/下载:377/2
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提交时间:2024/06/17
Structured semantics
Semantic role labeling
Large language models
Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Ai, Chaoyi
;
Tu, Kewei
Adobe PDF(615Kb)
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浏览/下载:444/6
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提交时间:2024/04/26
Iterative methods
Natural language processing systems
Random processes
Semantics
Arbitrary number
Arbitrary order
Frame semantics
Language processing
Model correlation
Model interaction
Natural languages
Random fields
Semantic role labeling
Semantic roles
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Tianjin, China, August 5, 2024 - August 8, 2024
作者:
Cheng, Ning
;
Yan, Zhaohui
;
Wang, Ziming
;
Li, Zhijie
;
Yu, Jiaming
Adobe PDF(46717Kb)
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浏览/下载:390/1
|
提交时间:2024/09/06
Computational linguistics
Case-studies
Interpretability
Language model
Language understanding
Large language model
Modeling abilities
Natural languages
Semantic role labeling
Semantic structures
Structured semantic
Multiview Deformation for Dynamic Human Modeling
会议论文
IECON 2023- 49TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, Singapore, Singapore, 16-19 Oct. 2023
作者:
Luo, Xi
;
Li, Yuwei
;
Yu, Jingyi
Adobe PDF(2730Kb)
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收藏
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浏览/下载:240/0
|
提交时间:2023/12/22
image processing
3D human modeling
pose estimation
semantic-driven shape deformation
semantic labeling
Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling
会议论文
FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: ACL 2023, Toronto, Canada, 2023-7
作者:
Liu W(刘威)
;
Yang SL(杨松霖)
;
Tu KW(屠可伟)
Adobe PDF(494Kb)
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收藏
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浏览/下载:558/0
|
提交时间:2023/10/03
Computational linguistics
Semantics
High-order
High-order modeling
High-order models
Higher-order
Mean-field
Order graph
Semantic arguments
Semantic role labeling
Structured modeling
Variational inference
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference
会议论文
PROCEEDINGS OF THE 36TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2022, Virtual, Online, February 22, 2022 - March 1, 2022
作者:
Jia, Zixia
;
Yan, Zhaohui
;
Haoyi, Wu
;
Tu, Kewei
Adobe PDF(352Kb)
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收藏
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浏览/下载:477/0
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提交时间:2023/03/10
Graphic methods
Inference engines
Approximate inference
Graph-based
High-order
Higher-order
Inference algorithm
Negative samples
Second orders
Semantic role labeling
Furniture free mapping using 3D lidars
会议论文
IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, ROBIO 2019, Dali, China, December 6, 2019 - December 8, 2019
作者:
Zhenpeng He
;
Jiawei Hou
;
Sören Schwertfeger
Adobe PDF(4167Kb)
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收藏
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浏览/下载:230/0
|
提交时间:2022/12/09
Robot programming
Scanning
Clutter (information theory)
Indoor positioning systems
Mapping
Optical radar
Indoor environment
Laser scanning
Plane detection
Real time
Robot positions
Semantic labeling
Simultaneous localization and mapping
SLAM
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