• Title/Summary/Keyword: Standard Contract Clauses

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Risk Prediction Model of Legal Contract Based on Korean Machine Reading Comprehension (한국어 기계독해 기반 법률계약서 리스크 예측 모델)

  • Lee, Chi Hoon;Woo, Noh Ji;Jeong, Jae Hoon;Joo, Kyung Sik;Lee, Dong Hee
    • Journal of Information Technology Services
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    • v.20 no.1
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    • pp.131-143
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    • 2021
  • Commercial transactions, one of the pillars of the capitalist economy, are occurring countless times every day, especially small and medium-sized businesses. However, small and medium-sized enterprises are bound to be the legal underdogs in contracts for commercial transactions and do not receive legal support for contracts for fair and legitimate commercial transactions. When subcontracting contracts are concluded among small and medium-sized enterprises, 58.2% of them do not apply standard contracts and sign contracts that have not undergone legal review. In order to support small and medium-sized enterprises' fair and legitimate contracts, small and medium-sized enterprises can be protected from legal threats if they can reduce the risk of signing contracts by analyzing various risks in the contract and analyzing and informing them of toxic clauses and omitted contracts in advance. We propose a risk prediction model for the machine reading-based legal contract to minimize legal damage to small and medium-sized business owners in the legal blind spots. We have established our own set of legal questions and answers based on the legal data disclosed for the purpose of building a model specialized in legal contracts. Quantitative verification was carried out through indicators such as EM and F1 Score by applying pine tuning and hostile learning to pre-learned machine reading models. The highest F1 score was 87.93, with an EM value of 72.41.

A Comparative Study on the Nominated Subcontractor (NSC) System of Building Construction Project in Asian Commonwealth of Nations - Focused on the NSC Clause Analysis of Standard Contract Forms - (아시아 지역 영연방국가의 지정하도급(NSC)제도에 관한 비교 연구 - 표준계약약관의 지정하도급자 항목분석을 중심으로 -)

  • Cho, Jaeyong;Kim, Junggon;Park, Hyeonggeun
    • Korean Journal of Construction Engineering and Management
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    • v.15 no.3
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    • pp.12-22
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    • 2014
  • In recent, many Korean contractors have tried to extend their business area into the overseas construction market, mainly as a result of a reduction in their domestic construction market. However in terms of risk, overseas construction projects are likely to face a number of unpredictable problems, many of which occur as a result of differences in contract cultures and construction environments between Korea and other countries. One key issue facing overseas construction projects in particular, is that of sub-contracting and control, and the way in which many countries of Commonwealth of Nations operate a unique subcontracting method well known as a nominated sub-contractor(NSC). This paper introduces the NSC system and differences as comparing among standard construction contract forms, such as JCT, SIA, HKIA and PAM. in UK and Asian Commonwealth of Nations. Also, we attempt to classify the type of the NSC system through the consideration of NSC clauses in accordance with the objection and termination of NSC contracting respectively.

A Study on Human Resource Management Strategy of Foreign Shipping and Port Logistics Companies under the China's New Labor Contract Law - Focus on Contents and Countermeasures - (중국 신노동계약법 시행에 따른 외자 항만물류기업의 인적자원 관리전략에 관한 고찰: 주요 내용과 대응방안을 중심으로)

  • Han, Byoung-Sop;Kim, Byoung-Goo
    • Journal of Korea Port Economic Association
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    • v.24 no.2
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    • pp.43-69
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    • 2008
  • The labor contract Law has been prepared as an important solution for social stability. After long disputes around the orientations of the law, On June 29, 2007, the new Chinese labor contract law is passed. This law reflects the changing labor relations because of economic reforms like restructuring of the state-owned enterprises and so on. This law contains more market-oriented clauses that are supplemented by corporatist scheme supported by trade unions than the first draft. This law emphasize labor's rights and interests to remove prior labor contract problem. So Chines government see this law as standard law to restructure social relationship and also require firms to corporate social responsibility. Therefore, implementation of the new Chinese labor contract law bring about increasing labor cost, infringement of autonomy for human resource management, rigidity of industrial relations. Under these situation, Korean shipping and port logistics companies need to introduce management system of minimized employment, prepare human resource management in response to long-term employment, maintain favor relationship with trade union, and set up counteiplan about risk of a labor dispute.

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Benchmarking Research Based on Contract Documents for Successful ADR Implementation to Domestic Construction Industry (ADR 활성화를 위한 건설 계약서의 해외 사례 벤치마킹 연구)

  • Choi Jeong-Won;Kim Sang-Bum
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2004.11a
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    • pp.629-633
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    • 2004
  • The number of claims and disputes among project participants has been steadily increasing last a few years and it creates numerous conflicts and problems in the domestic construction industry. One of the root causes of claims and disputes can be explained by the fact that project objectives of participants are offer different and not aligned. This research is considered as a pre-study of developing a strategy to mitigate conflicts such as claims and disputes in the domestic construction industry by utilizing Alternative Dispute Resolution (ADR) techniques. This research focused on improving standard contrast documents to establish a systematic dispute resolution process which emphasize the ADR method. To do so, several well-recognized contract documents developed by FIDIC, AIA, ECC were throughly investigated and analyzed using a benchmarking process. Result of the research propose needs of improving the domestic construction document's some clauses and the details will be further Investigated through surveys and expert's opinions.

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A Case Study on the Resolution of International Investment Disputes Caused by Aggravation of Political and Economic Situation of the Host State - Focusing on the case of CMS Gas Transmission Company v. Argentine Republic (투자유치국의 정치.경제상황 악화로 인한 국제투자분쟁의 해결에 관한 사례연구 -CMS Gas Transmission Company v. Argentine Republic 사건을 중심으로)

  • Oh, Won-Suk;Hur, Hai-Kwan
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.36
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    • pp.87-109
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    • 2007
  • This Comment explores the ICSID case of CMS Gas Transmission Company v. Argentine Republic, awarded on May 12, 2005. The Part II of this Comment first describes the relevant facts of the case including the some background for readers' understanding and the Part III summaries the claimant's requests and the decisions rendered by the Arbitral Tribunal in the Award. At Part IV, the Comment addresses the issue of determinating laws applicable to the merits of dispute in case that the parties of the case have not chosen a governing law, and at Part V, takes a close look into three main issues of (i) the indirect expropriation of the investment, (ii) the breach of fair and equitable treatment and (iii) the protections under umbrella clauses. In this CMS case, we see first that while the Tribunal affirmed that any indirect expropriation can occur from incidental interference depriving the foreign investor of the use or reasonable-to-be-expected economic benefit even if not necessarily to the obvious benefit of the host State, the Tribunal denied the occurrence of indirect expropriation in this case by holding that the Government of Argentina has not breached the standard of protection laid down in the Treaty. Secondly, however, regarding the issue of fair and equitable treatment, we see that the Tribunal, finding Argentina's breach of obligations, affirmed that the foreign investor can expect the host State to act in a consistent manner, free from ambiguity and totally transparently in its relations with the foreign investor, which can give the foreign investor certain degree of foreseeability. Thirdly and finally, we see that, on base of the effect of the umbrella clause, the Tribunal recognized the obligation of the host State undertaken not to freeze the tariff regime or subject it to price controls and not to alter the basic rules governing contracts between the foreign investor and the host State without the first's written consent. However, the protection under the umbrella clause is available only when there is a specific breach of rights and obligations under BIT or a violation of contract rights protected under BIT.

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Legal approach on uniliteral changing membership in the airlines' frequent flyer program (항공사의 상용고객우대제도 변경에 관한 법적 고찰 - 미국 연방대법원의 Northwest, Inc. v. Ginsberg사례를 중심으로 -)

  • Nam, Hyun-Sook;Choi, June-Sun
    • The Korean Journal of Air & Space Law and Policy
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    • v.30 no.1
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    • pp.65-94
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    • 2015
  • Since American Airlines launched AAdvantage which was the first Frequent Flyer Program in 1981, many people has accumulated mileage credits, and now, frequent flyer program(FFP) is the universal marketing tool to the airlines. These days, airlines establish a strategic alliance with domestic and foreign companies of various fields ; other airlines, travel agencies, car hire firms, hotels, department stores, even credit card companies. However, more people want to use their mileage credits, more airlines reject to approve that or change frequent flyer program against their customers. Last year, Northwest, Inc. v. Ginsberg, the United State Supreme Court made a decision that the preemption provision of Airlines Deregulation Act(ADA) preempts state laws related to rates, routes and services for air carriers including implied covenant of good faith and fare dealing. Thus, the claim of Ginsberg was canceled, it means that Northwest Inc. could terminated one-sidedly his membership in the frequent flyer program. In the contrast, Korea does not have the statute like ADA. If customers file a claim on FFP like Ginsberg, the courts of Korea judge whether the clauses of standard form contract are unfair or not. Therefore, in this article, Ginsberg would be checked on legal issues and be compared briefly with the courts' ruling in Korea.