JAIR Survey Papers Track

This page includes survey papers published in JAIR.

Each entry in this table of contents provides links to an individual article and its appendices (if any):

Ferdinando Fioretto, Enrico Pontelli and William Yeoh (2018) "Distributed Constraint Optimization Problems and Applications: A Survey", Volume 61, pages 623-698

Abstract | PDF | doi:10.1613/jair.5565

Albert Gatt and Emiel Krahmer (2018) "Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation", Volume 61, pages 65-170

Abstract | PDF | doi:10.1613/jair.5477

Gustavo H. Paetzold and Lucia Specia (2017) "A Survey on Lexical Simplification", Volume 60, pages 549-593

Abstract | PDF | doi:10.1613/jair.5526

Ernest Davis (2017) "Logical Formalizations of Commonsense Reasoning: A Survey", Volume 59, pages 651-723

Abstract | PDF | PostScript | doi:10.1613/jair.5339

Tim Roughgarden, Vasilis Syrgkanis and Eva Tardos (2017) "The Price of Anarchy in Auctions", Volume 59, pages 59-101

Abstract | PDF | doi:10.1613/jair.5272

Manuel Bodirsky and Peter Jonsson (2017) "A Model-Theoretic View on Qualitative Constraint Reasoning", Volume 58, pages 339-385

Abstract | PDF | doi:10.1613/jair.5260

Amarda Shehu and Erion Plaku (2016) "A Survey of Computational Treatments of Biomolecules by Robotics-Inspired Methods Modeling Equilibrium Structure and Dynamic", Volume 57, pages 509-572

Abstract | PDF | doi:10.1613/jair.5040

Yoav Goldberg (2016) "A Primer on Neural Network Models for Natural Language Processing", Volume 57, pages 345-420

Abstract | PDF | doi:10.1613/jair.4992

Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat and Barbara Plank (2016) "Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures", Volume 55, pages 409-442

Abstract | PDF | PostScript | doi:10.1613/jair.4900

Daan Bloembergen, Karl Tuyls, Daniel Hennes and Michael Kaisers (2015) "Evolutionary Dynamics of Multi-Agent Learning: A Survey", Volume 53, pages 659-697

Abstract | PDF | PostScript | doi:10.1613/jair.4818

C. R. Shelton and G. Ciardo (2014) "Tutorial on Structured Continuous-Time Markov Processes", Volume 51, pages 725-778

Abstract | PDF | doi:10.1613/jair.4415

J.D. Fernandez and F. Vico (2013) "AI Methods in Algorithmic Composition: A Comprehensive Survey", Volume 48, pages 513-582

Abstract | PDF | PostScript | doi:10.1613/jair.3908

D. M. Roijers, P. Vamplew, S. Whiteson and R. Dazeley (2013) "A Survey of Multi-Objective Sequential Decision-Making", Volume 48, pages 67-113

Abstract | PDF | PostScript | doi:10.1613/jair.3987

R. Mourad, C. Sinoquet, N. L. Zhang, T. Liu and P. Leray (2013) "A Survey on Latent Tree Models and Applications", Volume 47, pages 157-203

Abstract | PDF | PostScript | doi:10.1613/jair.3879

R. A. Rossi, L. K. McDowell, D. W. Aha and J. Neville (2012) "Transforming Graph Data for Statistical Relational Learning", Volume 45, pages 363-441

Abstract | PDF | PostScript | doi:10.1613/jair.3659

A. M. Rush and M. J. Collins (2012) "A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing", Volume 45, pages 305-362

Abstract | PDF | PostScript | doi:10.1613/jair.3680

I. Androutsopoulos and P. Malakasiotis (2010) "A Survey of Paraphrasing and Textual Entailment Methods", Volume 38, pages 135-187

Abstract | PDF | PostScript | doi:10.1613/jair.2985

P. D. Turney and P. Pantel (2010) "From Frequency to Meaning: Vector Space Models of Semantics", Volume 37, pages 141-188

Abstract | PDF | PostScript | doi:10.1613/jair.2934

H. E. Dixon, M. L. Ginsberg and A. J. Parkes (2004) "Generalizing Boolean Satisfiability I: Background and Survey of Existing Work", Volume 21, pages 193-243

Abstract | PDF | PostScript | HTML | doi:10.1613/jair.1353

L. P. Kaelbling, M. L. Littman and A. W. Moore (1996) "Reinforcement Learning: A Survey", Volume 4, pages 237-285

Abstract | PDF | PostScript | HTML | doi:10.1613/jair.301