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skill extraction

18 papers

Papers

CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence EACL 2026 SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models EACL 2026 Skill Path: Unveiling Language Skills from Circuit Graphs AAAI 2026 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning ICLR 2025 Knowledge Tracing in Programming Education Integrating Students’ Questions ACL 2025 Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs COLING 2025 NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations ICML 2025 Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings EACL 2024 NNOSE: Nearest Neighbor Occupational Skill Extraction EACL 2024 Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024 ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain ACL 2023 Keep Skills in Mind: Understanding and Implementing Skills in Commonsense Question Answering IJCAI 2023 Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads EMNLP 2022 SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022 Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback CoRL 2021 Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation ACL 2020 Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation AAAI 2020 Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework COLING 2020