NLP papers for practitioners
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This repository is a curated collection of seminal and impactful research papers for Natural Language Processing (NLP) practitioners, covering key areas from Part-of-Speech Tagging to Language Modelling. It serves as a valuable resource for researchers and engineers seeking to understand the foundational and state-of-the-art techniques in NLP.
How It Works
The library organizes papers by NLP task (e.g., Parsing, Named Entity Recognition, Machine Translation). Each entry includes the paper's year, title, and a concise TLDR summary highlighting its core contribution and impact. Special designations like ":bulb: LEGEND" and ":vhs: RESOURCE" denote game-changing works or those introducing significant datasets.
Quick Start & Requirements
This is a curated list of papers; no installation or code execution is required. The content is accessible directly via the README.
Highlighted Details
Maintenance & Community
The repository is maintained by mihail911, with contributions welcomed via Pull Requests. Correspondence can be directed to @mihail_eric.
Licensing & Compatibility
The repository itself is not software and does not have a software license. The papers referenced are subject to their original publication licenses.
Limitations & Caveats
This is a reference list of papers, not an executable library. It does not provide code implementations or direct access to the papers themselves, only their titles, years, and summaries.
5 years ago
Inactive