Dmitriy Skougarevskiy

European University at St. Petersburg (EUSP)

Researcher

3 Gagarinskaya Street

St. Petersburg, 191187

Russia

http://eu.spb.ru

SCHOLARLY PAPERS

12

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1,594

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Scholarly Papers (12)

1.

Mapping the Universe of International Investment Agreements

Journal of International Economic Law, Vol. 19, No. 3, 2016, pp. 561-588.
Number of pages: 35 Posted: 29 Jun 2016 Last Revised: 21 Jun 2017
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 376 (76,363)

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International Investment Agreements, Bilateral Investment Treaties, Text as Data, Computational Analysis of Law

2.

Consistency and Legal Innovation in the BIT Universe

Stanford Public Law Working Paper No. 2595288
Number of pages: 44 Posted: 18 Apr 2015 Last Revised: 20 Apr 2015
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 211 (141,191)

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Bilateral investment treaties, international investment law, international law, text as data

3.

Towards an Automated Production of Legal Texts Using Recurrent Neural Networks

16th International Conference Artificial Intelligence and Law, Conference Proceedings, June 2017, pp. 229-332., Ottawa Faculty of Law Working Paper No. 2017-27
Number of pages: 5 Posted: 18 Jun 2017 Last Revised: 18 Jul 2017
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 210 (141,856)

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recurrent neural network, artificial intelligence, law, document production, investment treaties, international law

4.

Text-as-Data Analysis of Preferential Trade Agreements: Mapping the PTA Landscape

Ottawa Faculty of Law Working Paper No. 2017-32, UNCTAD Research Paper No. 5, UNCTAD/SER.RP/2017/5
Number of pages: 29 Posted: 17 Jul 2017 Last Revised: 05 Aug 2017
Wolfgang Alschner, Julia Seiermann and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section, Graduate Institute of International and Development Studies, Students and European University at St. Petersburg (EUSP)
Downloads 198 (149,846)

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preferential trade agreements, free trade agreements, text-as-data, similarity, computational analysis of law, trade law, WTO

5.

What Can the Negotiations of NAFTA 1.0 Teach Us About the Fate of NAFTA 2.0?

Ottawa Faculty of Law Working Paper No. 2018-05
Number of pages: 16 Posted: 23 Feb 2018 Last Revised: 10 Apr 2018
Wolfgang Alschner, Rama Panford-Walsh and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section, University of Ottawa, Common Law Section, Students and European University at St. Petersburg (EUSP)
Downloads 179 (164,314)

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NAFTA, investment law, negotiation, negotiation history, renegotiation, text-as-data, computational analysis

6.

Rule-Takers or Rule-Makers? A New Look at African Bilateral Investment Treaty Practice

TDM Special Issue on Int'l Arbitration involving Commercial and Investment Disputes in Africa (Forthcoming)
Number of pages: 24 Posted: 10 Jun 2016
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 130 (215,919)

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7.

Can Robots Write Treaties? Using Recurrent Neural Networks to Draft International Investment Agreements

in F. Bex and S. Villata (eds.), JURIX: Legal Knowledge and Information Systems, IOS Press, 2016, pp. 119-114.
Number of pages: 6 Posted: 14 Jun 2017
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 98 (262,953)

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recurrent neural network, investment treaties, machine learning, legal drafting, text-as-data, artificial intelligence

8.

The New Gold Standard? Empirically Situating the TPP in the Investment Treaty Universe

Journal of World Investment & Trade, Vol. 17, pp. 339-373
Number of pages: 32 Posted: 17 Aug 2016
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 84 (289,907)

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Transpacific Partnership, TPP, investment, text as data

9.

National or European Politicians? Gauging MEPs Polarity When Russia is Concerned

Higher School of Economics Research Paper No. WP BRP 35/PS/2016
Number of pages: 38 Posted: 13 May 2016
Anna Dekalchuk, Aleksandra Khokhlova and Dmitriy Skougarevskiy
National Research University Higher School of Economics, University of Tartu and European University at St. Petersburg (EUSP)
Downloads 45 (396,606)

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European politics, EU–Russia relations, European Parliament, written questions, text-as-data, sentiment mining

10.

Convergence and Divergence in the Investment Treaty Universe – Scoping the Potential for Multilateral Consolidation

Trade, Law & Development, Vol. 8, No.2, 2016, pp. 152-183, Ottawa Faculty of Law Working Paper No. 2017-38
Number of pages: 32 Posted: 24 Aug 2017 Last Revised: 05 Sep 2017
Wolfgang Alschner and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section and European University at St. Petersburg (EUSP)
Downloads 43 (403,784)

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Investment Law, Investment Treaties, Convergence, Multilateral, Multilateralization, Consolidation, Text-as-Data, Empirical

11.

Champions of Protection? A Text-as-Data Analysis of the Bilateral Investment Treaties of GCC Countries

International Review of Law, Vol. 5, No. 3, 2016
Number of pages: 19 Posted: 28 Aug 2017 Last Revised: 16 Sep 2017
Wolfgang Alschner, Dmitriy Skougarevskiy and Mengyi Wang
University of Ottawa - Common Law Section, European University at St. Petersburg (EUSP) and Georgetown University School of Foreign Service in Qatar
Downloads 19 (515,348)

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GCC, Gulf States, Investment Policy, Investment Treaties, Empirical, Text-as-Data, Gulf Cooperation Council, Arab, Arab World, Investment, Middle East, Qatar, Saudi Arabia, Kuwait, United Arab Emirates, Oman, Bahrain

12.

Text of Trade Agreements (ToTA)—A Structured Corpus for the Text‐As‐Data Analysis of Preferential Trade Agreements

Journal of Empirical Legal Studies, Vol. 15, Issue 3, pp. 648-666, 2018
Number of pages: 19 Posted: 20 Aug 2018
Wolfgang Alschner, Julia Seiermann and Dmitriy Skougarevskiy
University of Ottawa - Common Law Section, Graduate Institute of International and Development Studies, Students and European University at St. Petersburg (EUSP)
Downloads 1 (632,999)
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