Awesome Survey in NLP

A curated list of surveys in NLP. :-)

Contributing

Please feel free to send me pull requests or email (chihung.chan@outlook.com) to add links.

Table of Contents

• Papers
  • Survey
  • Research Paper

Papers

Research Paper

Year	Venue	Title
2000	NAACL	DP: A Detector for Presuppositions in survey questions
2006	ACL	When Conset Meets Synset: A Preliminary Survey of an Ontological Lexical Resource Based on Chinese Characters
2006	COLING	When Conset Meets Synset: A Preliminary Survey of an Ontological Lexical Resource Based on Chinese Characters
2008	CL	Survey Article: Inter-Coder Agreement for Computational Linguistics
2009	NAACL	Using Citations to Generate surveys of Scientific Paradigms
2009	CL	Prepositions in Applications: A Survey and Introduction to the Special Issue
2010	CL	Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods
2012	ACL	Tokenization: Returning to a Long Solved Problem — A Survey, Contrastive Experiment, Recommendations, and Toolkit —
2012	CL	Computational Generation of Referring Expressions: A Survey
2013	ACL	Survey on parsing three dependency representations for English
2014	ACL	Automatic Keyphrase Extraction: A Survey of the State of the Art
2014	CL	A Survey and Classification of Controlled Natural Languages
2014	CL	A Survey of Arabic Named Entity Recognition and Classification
2015	ACL	Content Models for Survey Generation: A Factoid-Based Evaluation
2015	EMNLP	A Survey of Current Datasets for Vision and Language Research
2016	COLING	Survey on the Use of Typological Information in Natural Language Processing
2016	CL	Optimization for Statistical Machine Translation: A Survey
2016	CL	Surveys: A Survey of Word Reordering in Statistical Machine Translation: Computational Models and Language Phenomena
2016	CL	Survey: Computational Sociolinguistics: A Survey
2017	EMNLP	A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
2017	CL	Survey: Multiword Expression Processing: A Survey
2018	ACL	TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation
2018	ACL	Modeling and Prediction of Online Product Review Helpfulness: A Survey
2018	COLING	A Survey of Domain Adaptation for Neural Machine Translation
2018	COLING	Diachronic word embeddings and semantic shifts: a survey
2018	COLING	A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
2018	COLING	A Survey on Open Information Extraction
2018	CL	Survey: Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey
2019	NAACL	A Survey on Biomedical Image Captioning
2019	TACL	Analysis Methods in Neural Language Processing: A Survey
2019	CL	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
2019	CL	Argument Mining: A Survey
2020	ACL	When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?
2020	ACL	Language (Technology) is Power: A Critical Survey of “Bias” in NLP
2020	EMNLP	Which *BERT? A Survey Organizing Contextualized Encoders
2020	EMNLP	A survey on Recognizing Textual Entailment as an NLP Evaluation
2020	EMNLP	An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data
2020	COLING	Neural Approaches for Natural Language Interfaces to Databases: A Survey
2020	COLING	Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey
2020	COLING	Automatic Detection of Machine Generated Text: A Critical Survey
2020	COLING	Context Dependent Semantic Parsing: A Survey
2020	COLING	A Survey of Unsupervised Dependency Parsing
2020	COLING	Bridging Resolution: A Survey of the State of the Art
2020	COLING	Explainable Automated Fact-Checking: A Survey
2020	COLING	A Survey of Automatic Personality Detection from Texts
2020	COLING	Continual Lifelong Learning in Natural Language Processing: A Survey
2020	COLING	Neural Unsupervised Domain Adaptation in NLP—A Survey
2020	COLING	A Survey on Approaches to Computational Humor Generation
2020	COLING	A survey of embedding models of entities and relationships for knowledge graph completion
2020	AACL	A Survey of the State of Explainable AI for Natural Language Processing
2020	CL	Data-Driven Sentence Simplification: Survey and Benchmark
2021	ACL	Towards Argument Mining for Social Good: A Survey
2021	ACL	A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies
2021	ACL	A Survey of Race, Racism, and Anti-Racism in NLP
2021	ACL	Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Papers
2021	NAACL	Representing Numbers in NLP: a Survey and a Vision
2021	NAACL	Domain Divergences: A Survey and Empirical Analysis
2021	NAACL	A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
2021	NAACL	A survey of part-of-speech tagging approaches applied to K’iche’
2021	EACL	A Survey on Paralinguistics in Tamil Speech Processing
2021	EACL	Putting Humans in the Natural Language Processing Loop: A Survey
2021	Findings	A Survey of Data Augmentation Approaches for NLP

Licenses

To the extent possible under law, Zhihong Chen has waived all copyright and related or neighboring rights to this work.