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05/24/2023
Cream: Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
Advances in Large Language Models (LLMs) have inspired a surge of resear...
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11/07/2022
Technical Report on Web-based Visual Corpus Construction for Visual Document Understanding
We present a dataset generator engine named Web-based Visual Corpus Buil...
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02/23/2022
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching
Semi-structured query systems for document-oriented databases have many ...
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11/30/2021
Donut: Document Understanding Transformer without OCR
Understanding document images (e.g., invoices) has been an important res...
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05/18/2021
Revisiting Additive Compositionality: AND, OR and NOT Operations with Word Embeddings
It is well-known that typical word embedding methods such as Word2Vec an...
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04/16/2021
Cost-effective End-to-end Information Extraction for Semi-structured Document Images
A real-world information extraction (IE) system for semi-structured docu...
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05/02/2020
Stochastic Neighbor Embedding of Multimodal Relational Data for Image-Text Simultaneous Visualization
Multimodal relational data analysis has become of increasing importance ...
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04/03/2019
What is wrong with scene text recognition model comparisons? dataset and model analysis
Many new proposals for scene text recognition (STR) models have been int...
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02/27/2019
Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities
We propose weighted inner product similarity (WIPS) for neural-network b...
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10/04/2018
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability
We propose shifted inner-product similarity (SIPS), which is a novel yet...
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09/04/2018
