Search Results for author: Yuan Sui

Found 4 papers, 1 papers with code

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

no code implementations14 Dec 2023 Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

Table-based reasoning has shown remarkable progress in combining deep models with discrete reasoning, which requires reasoning over both free-form natural language (NL) questions and semi-structured tabular data.

Language Modelling Large Language Model +2

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

1 code implementation22 May 2023 Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

Although tables can be used as input to LLMs with serialization, there is a lack of comprehensive studies that examine whether LLMs can truly comprehend such data.

Retrieval

Optimization simulation of reflow welding based on prediction of regional center temperature field

no code implementations21 Jun 2022 Yuan Sui, Fan-yang Bu, Zi-long Shao, Wei Yan

According to the heat conduction law and the specific heat capacity formula, the first-order ordinary differential equation of the central temperature curve of the welding area with respect to the temperature distribution function in the furnace on the conveyor belt displacement is obtained.

Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition

no code implementations12 Apr 2022 Yuan Sui, Fanyang Bu, Yingting Hu, Wei Yan, Liang Zhang

Nested named entity recognition (NER) aims to identify the entity boundaries and recognize categories of the named entities in a complex hierarchical sentence.

named-entity-recognition Named Entity Recognition +3

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