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nlp-library

This is a curated list of papers that I have encountered in some capacity and deem worth including in the NLP practitioner's library. Some papers may appear in multiple sub-categories, if they don't fit easily into one of the boxes.

PRs are absolutely welcome! Direct any correspondence/questions to @mihail_eric.

Some special designations for certain papers:

πŸ’‘ LEGEND: This is a game-changer in the NLP literature and worth reading.

πŸ“Ό RESOURCE: This paper introduces some dataset/resource and hence may be useful for application purposes.

Part-of-speech Tagging

Parsing

Named Entity Recognition

Coreference Resolution

Sentiment Analysis

Natural Logic/Inference

Machine Translation

Semantic Parsing

Question Answering/Reading Comprehension

Natural Language Generation/Summarization

Dialogue Systems

Interactive Learning

Language Modelling

Miscellanea

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curated collection of papers for the nlp practitioner πŸ“–πŸ‘©β€πŸ”¬

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