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Beyond Six Digits: Automated Tariff Line HS Transposition Using Natural Language Processing
Language: InglésPublication Date: marzo 2025Más MenosThis paper explores the application of Natural Language Processing (NLP) techniques to automate Harmonized System (HS) tariff line transposition, employing a three-stage process: unique 1:1 tariff code matching (Round 1), exact description matching (Round 2), and “smart” description matching (Round 3) using Artificial Intelligence (AI) and lexical similarity methods paired with harmonized 6-digit concordance and cosine similarity. Similarity is calculated using either Term Frequency Inverse Document Frequency (TF-IDF) vectors or Sentence-BERT (SBERT) embeddings, comparing two scenarios: a straightforward case (Economy A) with standardized descriptions, and a complex case (Economy B), with more detailed technical descriptions.
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Boosting trade opportunities for least-developed countries
Language: InglésPublication Date: enero 2022Más MenosThis report looks at progress over the past decade in supporting the integration of least-developed countries (LDCs) into the multilateral trading system. Prepared as the WTO's contribution to the 5th United Nations Conference on the Least Developed Countries (LDC5), the report highlights that international efforts to help LDCs increase their participation in global trade are needed more than ever before in view of the enormous challenges posed by the COVID-19 pandemic. Important progress has been achieved in boosting LDC exports over the last decade by improving market access opportunities for LDCs and by granting them flexibilities in the implementation of WTO rules. Further efforts will be needed to support trade growth in LDCs in the next decade. LDC5 can set a path for allowing LDCs to fully realize their trade potential and to take advantage of emerging opportunities. The integration of LDCs into global trade is still a priority as trade can play an important role in driving economic growth and supporting sustainable development.
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Boîte à outils pour le commerce transfrontières sans papier
Language: FrancésPublication Date: junio 2022Más MenosLe recours à des documents et à des transactions électroniques peut accélérer et accroître le commerce. Les messages électroniques peuvent éliminer la nécessité d'introduire manuellement des données dans un ordinateur à chaque point de contrôle de la chaîne d'approvisionnement et peuvent offrir la possibilité de réutiliser les données. La présente boîte à outils vise à faire mieux connaître les outils techniques et juridiques à utiliser pour adopter des systèmes de commerce transfrontières sans papier et des guichets uniques nationaux.
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Blockchain and DLT in Trade
Language: InglésPublication Date: noviembre 2020Más MenosThe COVID-19 pandemic has accelerated digitalization in all sectors, including international trade, which remains hindered by inefficient paper-intensive processes. Of particular interest for trade digitalization are projects leveraging distributed ledger technology (DLT) – commonly referred to as Blockchain. The tamper-proof and decentralized nature of DLT makes it useful for breaking the silos that constrain international trade. Many projects that were at an exploratory stage when the first “Blockchain and DLT in Trade” publication was launched in November 2019 have matured and reached the production stage. This publication looks at the current situation. The publication updates the original “periodic table” of DLT projects in trade launched in November 2019 by the International Chamber of Commerce, the WTO and Trade Finance Global, a trade finance platform, at the WTO Global Trade and Blockchain Forum. The periodic table provides a means of differentiating between the countless initiatives, projects, consortia and companies operating in the broad space that can be described by “DLT in trade”. While no simplified diagram of the landscape can encapsulate the minutiae of each project, the table provides a starting point for understanding and analyzing the industry. This publication maps 44 projects related to trade finance, insurance, know your customer, shipping/logistics and supply chain, digitalization of trade documents and trade processes as well as other projects, such as marketplaces, and assesses their level of maturity. A new section on standardization initiatives provides an overview of projects that work towards creating digital standards relevant for trade to drive digital interoperability. The report also showcases the results of a supplementary survey analyzing the impact of the COVID-19 pandemic on the projects featured.
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Breves respuestas a grandes preguntas sobre la OMC y el medio ambiente
Language: EspañolPublication Date: noviembre 2020Más MenosEste folleto de la División de Comercio y Medio Ambiente tiene como objetivo mejorar la comprensión del papel del comercio y las normas comerciales con respecto a las cuestiones ambientales. Busca responder, en términos fáciles de entender, algunas de las preguntas clave del debate sobre comercio y medio ambiente en lo que respecta al sistema multilateral de comercio.
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