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https://github.com/zhjohnchan/awesome-nlp-surveys

A curated list of surveys in NLP. :-)
https://github.com/zhjohnchan/awesome-nlp-surveys

List: awesome-nlp-surveys

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A curated list of surveys in NLP. :-)

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# Awesome Survey in NLP[![Awesome](https://awesome.re/badge.svg)](https://awesome.re)





  




A curated list of surveys in NLP. :-)



## Contributing

Please feel free to send me [pull requests](https://github.com/zhjohnchan/awesome-nlp-survey/pulls) or email ([email protected]) to add links.



## Table of Contents

- [Papers](#papers)

  - [Survey](#survey)

  - [Research Paper](#research-paper)



## Papers

### Research Paper

|   Year | Venue    | Title                                                                                                                                                            |

|-------:|:---------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------|

|   2000 | NAACL    | [DP: A Detector for Presuppositions in survey questions](https://aclanthology.org/A00-1013.pdf)                                                                  |

|   2006 | ACL      | [When Conset Meets Synset: A Preliminary Survey of an Ontological Lexical Resource Based on Chinese Characters](https://aclanthology.org/P06-2050.pdf)           |

|   2006 | COLING   | [When Conset Meets Synset: A Preliminary Survey of an Ontological Lexical Resource Based on Chinese Characters](https://aclanthology.org/P06-2050.pdf)           |

|   2008 | CL       | [Survey Article: Inter-Coder Agreement for Computational Linguistics](https://aclanthology.org/J08-4004.pdf)                                                     |

|   2009 | NAACL    | [Using Citations to Generate surveys of Scientific Paradigms](https://aclanthology.org/N09-1066.pdf)                                                             |

|   2009 | CL       | [Prepositions in Applications: A Survey and Introduction to the Special Issue](https://aclanthology.org/J09-2001.pdf)                                            |

|   2010 | CL       | [Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods](https://aclanthology.org/J10-3003.pdf)                                          |

|   2012 | ACL      | [Tokenization: Returning to a Long Solved Problem — A Survey, Contrastive Experiment, Recommendations, and Toolkit —](https://aclanthology.org/P12-2074.pdf)     |

|   2012 | CL       | [Computational Generation of Referring Expressions: A Survey](https://aclanthology.org/J12-1006.pdf)                                                             |

|   2013 | ACL      | [Survey on parsing three dependency representations for English](https://aclanthology.org/P13-3005.pdf)                                                          |

|   2014 | ACL      | [Automatic Keyphrase Extraction: A Survey of the State of the Art](https://aclanthology.org/P14-1119.pdf)                                                        |

|   2014 | CL       | [A Survey and Classification of Controlled Natural Languages](https://aclanthology.org/J14-1005.pdf)                                                             |

|   2014 | CL       | [A Survey of Arabic Named Entity Recognition and Classification](https://aclanthology.org/J14-2008.pdf)                                                          |

|   2015 | ACL      | [Content Models for Survey Generation: A Factoid-Based Evaluation](https://aclanthology.org/P15-1043.pdf)                                                        |

|   2015 | EMNLP    | [A Survey of Current Datasets for Vision and Language Research](https://aclanthology.org/D15-1021.pdf)                                                           |

|   2016 | COLING   | [Survey on the Use of Typological Information in Natural Language Processing](https://aclanthology.org/C16-1123.pdf)                                             |

|   2016 | CL       | [Optimization for Statistical Machine Translation: A Survey](https://aclanthology.org/J16-1001.pdf)                                                              |

|   2016 | CL       | [Surveys: A Survey of Word Reordering in Statistical Machine Translation: Computational Models and Language Phenomena](https://aclanthology.org/J16-2001.pdf)    |

|   2016 | CL       | [Survey: Computational Sociolinguistics: A Survey](https://aclanthology.org/J16-3007.pdf)                                                                        |

|   2017 | EMNLP    | [A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances](https://aclanthology.org/D17-1123.pdf)                            |

|   2017 | CL       | [Survey: Multiword Expression Processing: A Survey](https://aclanthology.org/J17-4005.pdf)                                                                       |

|   2018 | ACL      | [TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation](https://aclanthology.org/P18-1057.pdf)        |

|   2018 | ACL      | [Modeling and Prediction of Online Product Review Helpfulness: A Survey](https://aclanthology.org/P18-1065.pdf)                                                  |

|   2018 | COLING   | [A Survey of Domain Adaptation for Neural Machine Translation](https://aclanthology.org/C18-1111.pdf)                                                            |

|   2018 | COLING   | [Diachronic word embeddings and semantic shifts: a survey](https://aclanthology.org/C18-1117.pdf)                                                                |

|   2018 | COLING   | [A Survey on Recent Advances in Named Entity Recognition from Deep Learning models](https://aclanthology.org/C18-1182.pdf)                                       |

|   2018 | COLING   | [A Survey on Open Information Extraction](https://aclanthology.org/C18-1326.pdf)                                                                                 |

|   2018 | CL       | [Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey](https://aclanthology.org/J18-3007.pdf)                                    |

|   2019 | NAACL    | [A Survey on Biomedical Image Captioning](https://aclanthology.org/W19-1803.pdf)                                                                                 |

|   2019 | TACL     | [Analysis Methods in Neural Language Processing: A Survey](https://aclanthology.org/Q19-1004.pdf)                                                                |

|   2019 | CL       | [Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing](https://aclanthology.org/J19-3005.pdf)         |

|   2019 | CL       | [Argument Mining: A Survey](https://aclanthology.org/J19-4006.pdf)                                                                                               |

|   2020 | ACL      | [When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?](https://aclanthology.org/2020.acl-main.405.pdf)                                |

|   2020 | ACL      | [Language (Technology) is Power: A Critical Survey of “Bias” in NLP](https://aclanthology.org/2020.acl-main.485.pdf)                                             |

|   2020 | EMNLP    | [Which *BERT? A Survey Organizing Contextualized Encoders](https://aclanthology.org/2020.emnlp-main.608.pdf)                                                     |

|   2020 | EMNLP    | [A survey on Recognizing Textual Entailment as an NLP Evaluation](https://aclanthology.org/2020.eval4nlp-1.10.pdf)                                               |

|   2020 | EMNLP    | [An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data](https://aclanthology.org/2020.wnut-1.27.pdf)                                   |

|   2020 | COLING   | [Neural Approaches for Natural Language Interfaces to Databases: A Survey](https://aclanthology.org/2020.coling-main.34.pdf)                                     |

|   2020 | COLING   | [Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey](https://aclanthology.org/2020.coling-main.42.pdf) |

|   2020 | COLING   | [Automatic Detection of Machine Generated Text: A Critical Survey](https://aclanthology.org/2020.coling-main.208.pdf)                                            |

|   2020 | COLING   | [Context Dependent Semantic Parsing: A Survey](https://aclanthology.org/2020.coling-main.226.pdf)                                                                |

|   2020 | COLING   | [A Survey of Unsupervised Dependency Parsing](https://aclanthology.org/2020.coling-main.227.pdf)                                                                 |

|   2020 | COLING   | [Bridging Resolution: A Survey of the State of the Art](https://aclanthology.org/2020.coling-main.331.pdf)                                                       |

|   2020 | COLING   | [Explainable Automated Fact-Checking: A Survey](https://aclanthology.org/2020.coling-main.474.pdf)                                                               |

|   2020 | COLING   | [A Survey of Automatic Personality Detection from Texts](https://aclanthology.org/2020.coling-main.553.pdf)                                                      |

|   2020 | COLING   | [Continual Lifelong Learning in Natural Language Processing: A Survey](https://aclanthology.org/2020.coling-main.574.pdf)                                        |

|   2020 | COLING   | [Neural Unsupervised Domain Adaptation in NLP—A Survey](https://aclanthology.org/2020.coling-main.603.pdf)                                                       |

|   2020 | COLING   | [A Survey on Approaches to Computational Humor Generation](https://aclanthology.org/2020.latechclfl-1.4.pdf)                                                     |

|   2020 | COLING   | [A survey of embedding models of entities and relationships for knowledge graph completion](https://aclanthology.org/2020.textgraphs-1.1.pdf)                    |

|   2020 | AACL     | [A Survey of the State of Explainable AI for Natural Language Processing](https://aclanthology.org/2020.aacl-main.46.pdf)                                        |

|   2020 | CL       | [Data-Driven Sentence Simplification: Survey and Benchmark](https://aclanthology.org/2020.cl-1.4.pdf)                                                            |

|   2021 | ACL      | [Towards Argument Mining for Social Good: A Survey](https://aclanthology.org/2021.acl-long.107.pdf)                                                              |

|   2021 | ACL      | [A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies](https://aclanthology.org/2021.acl-long.131.pdf)                       |

|   2021 | ACL      | [A Survey of Race, Racism, and Anti-Racism in NLP](https://aclanthology.org/2021.acl-long.149.pdf)                                                               |

|   2021 | ACL      | [Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Papers](https://aclanthology.org/2021.gem-1.9.pdf)                              |

|   2021 | NAACL    | [Representing Numbers in NLP: a Survey and a Vision](https://aclanthology.org/2021.naacl-main.53.pdf)                                                            |

|   2021 | NAACL    | [Domain Divergences: A Survey and Empirical Analysis](https://aclanthology.org/2021.naacl-main.147.pdf)                                                          |

|   2021 | NAACL    | [A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios](https://aclanthology.org/2021.naacl-main.201.pdf)                      |

|   2021 | NAACL    | [A survey of part-of-speech tagging approaches applied to K’iche’](https://aclanthology.org/2021.americasnlp-1.6.pdf)                                            |

|   2021 | EACL     | [A Survey on Paralinguistics in Tamil Speech Processing](https://aclanthology.org/2021.dravidianlangtech-1.12.pdf)                                               |

|   2021 | EACL     | [Putting Humans in the Natural Language Processing Loop: A Survey](https://aclanthology.org/2021.hcinlp-1.8.pdf)                                                 |

|   2021 | Findings | [A Survey of Data Augmentation Approaches for NLP](https://aclanthology.org/2021.findings-acl.84.pdf)                                                            |



## Licenses



[![CC0](http://i.creativecommons.org/p/zero/1.0/88x31.png)](http://creativecommons.org/publicdomain/zero/1.0/)



To the extent possible under law, [Zhihong Chen](https://github.com/zhjohnchan) has waived all copyright and related or neighboring rights to this work.