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05/24/2023
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Learning template based information extraction from documents is a cruci...
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02/19/2023
Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages
Scarcity of data and technological limitations for resource-poor languag...
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04/06/2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic?
The COVID-19 pandemic has brought out both the best and worst of languag...
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10/05/2021
Multi-Objective Few-shot Learning for Fair Classification
In this paper, we propose a general framework for mitigating the dispari...
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06/02/2021
End-to-End NLP Knowledge Graph Construction
This paper studies the end-to-end construction of an NLP Knowledge Graph...
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04/05/2021
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification
Healthcare predictive analytics aids medical decision-making, diagnosis ...
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12/21/2020
Medical Entity Linking using Triplet Network
Entity linking (or Normalization) is an essential task in text mining th...
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12/21/2020
BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information
Traditional biomedical version of embeddings obtained from pre-trained l...
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12/21/2020
Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions
Off-the-shelf biomedical embeddings obtained from the recently released ...
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09/02/2020