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09/20/2023
Kosmos-2.5: A Multimodal Literate Model
We present Kosmos-2.5, a multimodal literate model for machine reading o...
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07/20/2021
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge
While named entity recognition (NER) is a key task in natural language p...
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05/02/2021
Continuous User Authentication using IoT Wearable Sensors
Over the past several years, the electrocardiogram (ECG) has been invest...
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04/19/2021
Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training
The pre-trained neural models have recently achieved impressive performa...
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04/18/2021
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Multimodal pre-training with text, layout, and image has achieved SOTA p...
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12/29/2020
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Pre-training of text and layout has proved effective in a variety of vis...
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10/23/2020
A Pre-training Strategy for Recommendation
The side information of items has been shown to be effective in building...
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10/15/2020
Design Ontology Supporting Model-based Systems-engineering Formalisms
Model-based systems engineering (MBSE) provides an important capability ...
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11/14/2019
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
For languages with no annotated resources, transferring knowledge from r...
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04/03/2019