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Found 5 papers, 2 papers with code
KIEval: Evaluation Metric for Document Key Information Extraction
Evaluation of structured information provides assessment of Document KIE models that are more reflective of extracting grouped information from documents in industrial settings.
System Message Generation for User Preferences using Open-Source Models
System messages play a crucial role in interactions with large language models (LLMs), often serving as prompts to initiate conversations.
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism
Table Structure Recognition (TSR) is a task aimed at converting table images into a machine-readable format (e. g. HTML), to facilitate other applications such as information retrieval.
Model-Based Data-Centric AI: Bridging the Divide Between Academic Ideals and Industrial Pragmatism
This paper delves into the contrasting roles of data within academic and industrial spheres, highlighting the divergence between Data-Centric AI and Model-Agnostic AI approaches.
SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression
In light of this, we constrain the incorporation of segmentation branches to the first few decoder layers and employ progressive regression refinement in subsequent layers, achieving performance gains while minimizing computational load from the mask. Furthermore, we propose a Mask-informed Query Enhancement module.
Ranked #2 on
Scene Text Detection
on IC19-Art
