Evaluating the robustness of EmotiBlog for sentiment analysis and opinion mining

Preliminary research demonstrated the EmotiBlog annotated corpus relevance as a Machine Learning resource to detect subjective data. In this paper we compare EmotiBlog with the JRC Quotes corpus in order to check the robustness of its annotation. We concentrate on its coarse-grained labels and carry out a deep Machine Learning experimentation also with the inclusion of lexical resources. The results obtained show a similarity with the ones obtained with the JRC Quotes corpus demonstrating the EmotiBlog validity as a resource for the SA task.

General mortgage : Lehigh and New England Railroad Company to guarantee trust and safe deposit company, trustee : $15,000,000 general mortgage gold bonds : dated July 1, 1914, principal due July 1, 1954.

Cover-title.

The charter of the Albany and Greenbush Bridge Company : and a statement of its claims on the public interest in connection with the Boston, Hoosac Tunnel and Albany Railroad.

"J.W. Gascoigne, secretary."

Lectures delivered to the employes of the Baltimore and Ohio Railroad Company,

Brooks, W.K. On some methods of locomotion in animals.--Martin, H.N. How skulls and backbones are built.--Sedgwick, W.T. On fermentation.--Sewall, H. How we move.

Annual report - Louisville and Nashville Railroad Company and subsidiaries.

v. 29-65, report year ends June 30; v. 66-1971, report year ends Dec. 31.

Side-scan sonar investigation of breakwaters at Calumet and Burns Harbors on southern Lake Michigan /

"December 1987."

Address of Daniel Willard, president, the Baltimore and Ohio Railroad Company, delivered before the National Association of Manufacturers, New York City, May 19, 1920.

Caption title: The future of the railroads.

The Atlantic and Gulf Coast Canal and Okeechobee Land Company (of Florida)

Mode of access: Internet.

The Eastern and Western Transportation Company : to the members of the 43rd Congress of the United States of America : the Senate bill no. 1,350, now before you, solves the vexed question, "cheap international transportation."

Signed on p. 20: Winborn Lawton, J.L. Pearce, David Maybank, E.H. Prioleau, and others.

Report to the President by the Emergency Board appointed January 14, 1948 pursuant to section 10 of the Railway labor act, as amended, to investigate unadjusted disputes between the Chicago, North Shore and Milwaukee Railway Company and certain of its employees represented by International Union of Amalgamated Association of Street Electric Railway and Motor Coach Employees of America, a labor organization.

Signed, Harry H. Schwartz, chairman, Russell Wolfe, Robert E. Stone.

Regulation S-X under the securities act of 1933 : securities exchange act of 1934, and the investment company act of 1940 : form and content of financial statements, as amended to and including April, 1947.

Mode of access: Internet.

Regulation S-X under the securities act of 1933 : securities exchange act of 1934, the public utilities holding company act of 1935 and the investment company act of 1940 : form and content of financial statements, as amended to and including March 12, 1951.

Mode of access: Internet.

The management oversight and risk tree-MORT : including systems developed by the Idaho Operations Office and Aerojet Nuclear Company,

"February 12, 1973."