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05/20/2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain
The increasing number of benchmarks for Natural Language Processing (NLP...
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10/20/2022
Evidence > Intuition: Transferability Estimation for Encoder Selection
With the increase in availability of large pre-trained language models (...
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09/16/2022
Skill Extraction from Job Postings using Weak Supervision
Aggregated data obtained from job postings provide powerful insights int...
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05/03/2022
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning
Skill Classification (SC) is the task of classifying job competences fro...
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04/27/2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings
Skill Extraction (SE) is an important and widely-studied task useful to ...
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04/13/2022
Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective
The field of Deep Learning (DL) has undergone explosive growth during th...
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09/09/2021
Cartography Active Learning
We propose Cartography Active Learning (CAL), a novel Active Learning (A...
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05/24/2021
De-identification of Privacy-related Entities in Job Postings
De-identification is the task of detecting privacy-related entities in t...
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06/19/2019