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07/04/2023
Modeling Tag Prediction based on Question Tagging Behavior Analysis of CommunityQA Platform Users
In community question-answering platforms, tags play essential roles in ...
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03/05/2023
Prompt-Based Learning for Thread Structure Prediction in Cybersecurity Forums
With recent trends indicating cyber crimes increasing in both frequency ...
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02/20/2023
Exploring the Limits of Transfer Learning with Unified Model in the Cybersecurity Domain
With the increase in cybersecurity vulnerabilities of software systems, ...
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09/10/2021
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model
The transformer-based pre-trained language models have been tremendously...
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05/29/2021
Constructing Flow Graphs from Procedural Cybersecurity Texts
Following procedural texts written in natural languages is challenging. ...
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03/23/2021
Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling
Decompilation is the procedure of transforming binary programs into a hi...
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03/06/2020
Natural Language QA Approaches using Reasoning with External Knowledge
Question answering (QA) in natural language (NL) has been an important a...
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11/10/2019
Knowledge Guided Named Entity Recognition
In this work, we try to perform Named Entity Recognition (NER) with exte...
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09/19/2019
Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering
DARPA and Allen AI have proposed a collection of datasets to encourage r...
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07/24/2019