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07/10/2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization
In this paper, we introduce CheXOFA, a new pre-trained vision-language m...
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02/03/2023
LIQUID: A Framework for List Question Answering Dataset Generation
Question answering (QA) models often rely on large-scale training datase...
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10/14/2022
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations
Most weakly supervised named entity recognition (NER) models rely on dom...
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12/16/2021
Simple Questions Generate Named Entity Recognition Datasets
Named entity recognition (NER) is a task of extracting named entities of...
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11/20/2021
Improving Tagging Consistency and Entity Coverage for Chemical Identification in Full-text Articles
This paper is a technical report on our system submitted to the chemical...
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06/22/2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering
One of the main challenges in conversational question answering (CQA) is...
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01/15/2021
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism
Several machine learning-based spoiler detection models have been propos...
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01/01/2021
How Do Your Biomedical Named Entity Models Generalize to Novel Entities?
The number of biomedical literature on new biomedical concepts is rapidl...
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04/30/2020
Look at the First Sentence: Position Bias in Question Answering
Many extractive question answering models are trained to predict start a...
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04/11/2020
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests
Although neural models have performed impressively well on various tasks...
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04/09/2020
Fast frequency discrimination and phoneme recognition using a biomimetic membrane coupled to a neural network
In the human ear, the basilar membrane plays a central role in sound rec...
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03/25/2019
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network
Most companies utilize demographic information to develop their strategy...
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10/01/2018
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering
Recently, open-domain question answering (QA) has been combined with mac...
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07/02/2018
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector
We present a focal liver lesion detection model leveraged by custom-desi...
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11/15/2016