December 3, 2019

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mihail911/nlp-library

mihail911/nlp-library

curated collection of papers for the nlp practitioner

repo name mihail911/nlp-library
repo link https://github.com/mihail911/nlp-library
homepage
language
size (curr.) 61 kB
stars (curr.) 896
created 2017-08-10
license

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:

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

:vhs: 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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