---
title: "Journal of Artificial Intelligence Research 2019 — papers"
description: "Journal of Artificial Intelligence Research 2019 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2019/"
---
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# Journal of Artificial Intelligence Research 2019 — papers

The works of Journal of Artificial Intelligence Research published in 2019 that our library holds (publisher: AI Access Foundation): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**77** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2019/#works) · [**277** citations of these works](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2019/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Viewpoint: Human-in-the-loop Artificial Intelligence ↗](https://doi.org/10.1613/jair.1.11345)**Fabio Massimo Zanzotto*366 citations*
2. **[A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems ↗](https://doi.org/10.1613/jair.1.11396)**Felipe Leno da Silva, Anna Helena Reali Costa*272 citations*
3. **[A Survey of Cross-lingual Word Embedding Models ↗](https://doi.org/10.1613/jair.1.11640)**Sebastian Ruder, Ivan Vulić, Anders Søgaard*266 citations*
4. **[Automatic Language Identification in Texts: A Survey](https://md.research.elamur.ai/free/en/papers/jauhiainen-2019-automatic-language-identification-texts/)**Tommi Jauhiainen, Marco Lui, Marcos Zampieri et al.*176 citations · our summary*
5. **[Fair Allocation of Indivisible Goods to Asymmetric Agents ↗](https://doi.org/10.1613/jair.1.11291)**Alireza Farhadi, Mohammad Ghodsi, MohammadTaghi Hajiaghayi et al.*69 citations*
6. **[Modeling and Planning with Macro-Actions in Decentralized POMDPs ↗](https://doi.org/10.1613/jair.1.11418)**Christopher Amato, George Konidaris, Leslie Pack Kaelbling et al.*63 citations*
7. **[Multi-fidelity Gaussian Process Bandit Optimisation ↗](https://doi.org/10.1613/jair.1.11288)**Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva et al.*55 citations*
8. **[Pitfalls and Best Practices in Algorithm Configuration ↗](https://doi.org/10.1613/jair.1.11420)**Katharina Eggensperger, Marius Lindauer, Frank Hutter*53 citations*
9. **[Computing and Explaining Query Answers over Inconsistent DL-Lite Knowledge Bases ↗](https://doi.org/10.1613/jair.1.11395)**Meghyn Bienvenu, Camille Bourgaux, François Goasdoué*47 citations*
10. **[Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm ↗](https://doi.org/10.1613/jair.1.11400)**Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau et al.*37 citations*

## All works of the year (77)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Viewpoint: Human-in-the-loop Artificial Intelligence ↗](https://doi.org/10.1613/jair.1.11345)**Fabio Massimo Zanzotto*366 citations*
2. **[A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems ↗](https://doi.org/10.1613/jair.1.11396)**Felipe Leno da Silva, Anna Helena Reali Costa*272 citations*
3. **[A Survey of Cross-lingual Word Embedding Models ↗](https://doi.org/10.1613/jair.1.11640)**Sebastian Ruder, Ivan Vulić, Anders Søgaard*266 citations*
4. **[Automatic Language Identification in Texts: A Survey](https://md.research.elamur.ai/free/en/papers/jauhiainen-2019-automatic-language-identification-texts/)**Tommi Jauhiainen, Marco Lui, Marcos Zampieri et al.*176 citations · our summary*
5. **[Fair Allocation of Indivisible Goods to Asymmetric Agents ↗](https://doi.org/10.1613/jair.1.11291)**Alireza Farhadi, Mohammad Ghodsi, MohammadTaghi Hajiaghayi et al.*69 citations*
6. **[Modeling and Planning with Macro-Actions in Decentralized POMDPs ↗](https://doi.org/10.1613/jair.1.11418)**Christopher Amato, George Konidaris, Leslie Pack Kaelbling et al.*63 citations*
7. **[Multi-fidelity Gaussian Process Bandit Optimisation ↗](https://doi.org/10.1613/jair.1.11288)**Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva et al.*55 citations*
8. **[Pitfalls and Best Practices in Algorithm Configuration ↗](https://doi.org/10.1613/jair.1.11420)**Katharina Eggensperger, Marius Lindauer, Frank Hutter*53 citations*
9. **[Computing and Explaining Query Answers over Inconsistent DL-Lite Knowledge Bases ↗](https://doi.org/10.1613/jair.1.11395)**Meghyn Bienvenu, Camille Bourgaux, François Goasdoué*47 citations*
10. **[Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm ↗](https://doi.org/10.1613/jair.1.11400)**Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau et al.*37 citations*
11. **[A Survey on Temporal Reasoning for Temporal Information Extraction from Text ↗](https://doi.org/10.1613/jair.1.11727)**Artuur M. Leeuwenberg, Marie‐Francine Moens*34 citations*
12. **[Cost-Based Goal Recognition in Navigational Domains ↗](https://doi.org/10.1613/jair.1.11343)**Peta Masters, Sebastian Sardiña*34 citations*
13. **[Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games ↗](https://doi.org/10.1613/jair.1.11541)**Xiaomin Lin, Stephen C. Adams, Peter A. Beling*28 citations*
14. **[If Nothing Is Accepted — Repairing Argumentation Frameworks ↗](https://doi.org/10.1613/jair.1.11791)**Markus Ulbricht, Ringo Baumann*27 citations*
15. **[Strategic Abstention based on Preference Extensions: Positive Results and Computer-Generated Impossibilities ↗](https://doi.org/10.1613/jair.1.11876)**Florian Brandl, Felix Brandt, Christian Geist et al.*27 citations*
16. **[Revisiting CFR+ and Alternating Updates ↗](https://doi.org/10.1613/jair.1.11370)**NEIL R. BURCH, Matej Moravčík, Martin Schmid*26 citations*
17. **[Logical Foundations of Linked Data Anonymisation ↗](https://doi.org/10.1613/jair.1.11355)**Bernardo Cuenca Grau, Egor V. Kostylev*25 citations*
18. **[The Mathematics of Changing One’s Mind, via Jeffrey’s or via Pearl’s Update Rule ↗](https://doi.org/10.1613/jair.1.11349)**Bart Jacobs*25 citations*
19. **[Dependency Learning for QBF ↗](https://doi.org/10.1613/jair.1.11529)**Tomáš Peitl, Friedrich Slivovsky, Stefan Szeider*24 citations*
20. **[Multi-scale Hierarchical Residual Network for Dense Captioning ↗](https://doi.org/10.1613/jair.1.11338)**Yan Tao Tian, Xun Wang, Jiachen Wu et al.*24 citations*
21. **[On the Time and Space Complexity of Genetic Programming for Evolving Boolean Conjunctions ↗](https://doi.org/10.1613/jair.1.11821)**Andrei Lissovoi, Pietro S. Oliveto*22 citations*
22. **[On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability ↗](https://doi.org/10.1613/jair.1.11478)**Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau et al.*21 citations*
23. **[Conditional Simple Temporal Networks with Uncertainty and Resources ↗](https://doi.org/10.1613/jair.1.11453)**Carlo Combi, Roberto Posenato, Luca Viganò et al.*19 citations*
24. **[Enhancing Statement Evaluation in Argumentation via Multi-labelling Systems ↗](https://doi.org/10.1613/jair.1.11428)**Pietro Baroni, Régis Riveret*19 citations*
25. **[Goal Recognition Design in Deterministic Environments ↗](https://doi.org/10.1613/jair.1.11551)**Sarah Keren, Avigdor Gal, Erez Karpas*19 citations*

[See all 77 papers in Journal of Artificial Intelligence Research 2019 — papers →](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2019/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Automatic Language Identification in Texts: A Survey](https://md.research.elamur.ai/free/en/papers/jauhiainen-2019-automatic-language-identification-texts/) [Journal of Artificial Intelligence Research](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/)**Tommi Jauhiainen, Marco Lui, Marcos Zampieri, et al.*2019 · 277 citations*

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Krister Lindén**1 work here · 277 citations](https://md.research.elamur.ai/free/en/authors/krister-linden/) · [🧑‍🔬**Marco Lui**1 work here · 277 citations](https://md.research.elamur.ai/free/en/authors/marco-lui/) · [🧑‍🔬**Marcos Zampieri**1 work here · 277 citations](https://md.research.elamur.ai/free/en/authors/marcos-zampieri/) · [🧑‍🔬**Timothy Baldwin**1 work here · 277 citations](https://md.research.elamur.ai/free/en/authors/timothy-baldwin/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Helsinki** Helsinki · Finland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-helsinki/) · [🎓**Rochester Institute of Technology** Rochester · United States 1 work here](https://md.research.elamur.ai/free/en/universities/rochester-institute-of-technology/) · [🎓**The University of Melbourne** Melbourne · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/)

works and citations from OpenAlex and our library.

- [← previous Journal of Artificial Intelligence Research 2018](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2018/)
- [next → Journal of Artificial Intelligence Research 2020](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2020/)
- [↑ back to Journal of Artificial Intelligence Research](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/)