100 NLP Papers
A curated list of 100 foundational and influential papers in natural language processing for students and researchers.
What is 100 NLP Papers?
mhagiwara/100-nlp-papers is a curated repository of 100 must-read academic papers and educational resources in natural language processing (NLP). It serves as a structured guide to the field's foundational concepts, breakthrough research, and modern developments, compiled to help students and researchers efficiently navigate the essential literature. The list is community-maintained and includes diverse formats like tutorials and blog posts for accessibility.
This resource is designed for NLP students and academic or industrial researchers who need a comprehensive, educational starting point to understand the field's core literature and evolution. It is particularly valuable for those new to NLP or looking to fill gaps in their knowledge of seminal and contemporary works.
Developers and researchers choose this over manually searching for papers because it offers a carefully selected, evolving list that balances historical foundations with recent breakthroughs, saving significant curation time. Its inclusion of non-peer-reviewed tutorials and surveys makes complex topics more accessible than raw paper collections.
Overview
100 Must-Read NLP Papers
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