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Automatic Misogyny Identification (AMI) is a shared task proposed at the Evalita 2020 evaluation campaign. The AMI challenge, based on Italian tweets, is organized into two subtasks: (1) Subtask A about misogyny and aggressiveness identification and (2) Subtask B about the fairness of the model. At the end of the evaluation phase, we received a total of 20 runs for Subtask A and 11 runs for Subtask B, submitted by 8 teams. In this paper, we present an overview of the AMI shared task, the datasets, the evaluation methodology, the results obtained by the participants and a discussion about the methodology adopted by the teams. Finally, we draw some conclusions and discuss future work.

PROCEDURAL GUIDELINES FOR ESTIMATING RESIDENTIAL AND BUSINESS STRUCTURE VALUE FOR USE IN FLOOD DAMAGE ESTIMATIONS Prepared By Michael G. Cannon Jennifer M. Phelan, P.E. Michael A. Passaro OF URS CONSULTANTS Mack Centre II, Mack Centre Drive Paramus, NJ 07652-3905 FOR U.S. ARMY CORPS OF ENGINEERS Water Resources Support Center Institute for Water Resources Alexandria, Virginia 22315-3868 April, 1995 IWR Report 95-R-9 nTII QUALITY INSPECTED 5 Procedural Guidelines for Estimating Residential and Business Structure Value for Use in Flood Damage Estimations PREFACE ~ ............-.~..~~ ~ This report was completed by URS Consultants, Inc.lRBA Group Joint Venture under the direction of the Flood Mitigation, Formulation, Planning and Analysis research work unit at the Corps of Engineers (COE), Institute for Water Resources (IWR). Mr. Stuart Davis is the principal investigator for the research unit. The Flood Mitigation work unit is part of the Planning Methodologies research program, which is under the direction of Mr. Michael R. Krouse, Chief of Technical Analysis and Research Division at IWR. Mr. Steven R. Cone is the technical monitor of the Flood Mitigation work unit, under the direction of Mr. Robert M. Daniel, Chief of Economics and Social Analysis Branch at the Office of the Chief of Engineers. Mr. Cornell Pippens of the New York District served as district level coordinator for this effort. Mr. Robert F. Norton provided technical editing of the document. Ms. Arlene Nurthen was responsible for document preparation and publication. The following COE districts provided information related to methods and procedures used by their offices: Baltimore; Galveston; Los Angeles; Louisville; Mobile; New Orleans; Rock Island; Saint Louis; San Francisco; and Vicksburg. In addition, the authors would like to acknowledge the contributions of the Tax Assessor Office for the following communities: Wayne Township, NJ; City of Paterson, NJ; Fairlawn Township, NJ; and Montpelier, VT. M

PROCEDURAL GUIDELINES FOR ESTIMATING RESIDENTIAL AND BUSINESS STRUCTURE VALUE FOR USE IN FLOOD DAMAGE ESTIMATIONS Prepared By Michael G. Cannon Jennifer M. Phelan, P.E. Michael A. Passaro OF URS CONSULTANTS Mack Centre II, Mack Centre Drive Paramus, NJ 07652-3905 FOR U.S. ARMY CORPS OF ENGINEERS Water Resources Support Center Institute for Water Resources Alexandria, Virginia 22315-3868 April, 1995 IWR Report 95-R-9 nTII QUALITY INSPECTED 5 Procedural Guidelines for Estimating Residential and Business Structure Value for Use in Flood Damage Estimations PREFACE ~ ............-.~..~~ ~ This report was completed by URS Consultants, Inc.lRBA Group Joint Venture under the direction of the Flood Mitigation, Formulation, Planning and Analysis research work unit at the Corps of Engineers (COE), Institute for Water Resources (IWR). Mr. Stuart Davis is the principal investigator for the research unit. The Flood Mitigation work unit is part of the Planning Methodologies research program, which is under the direction of Mr. Michael R. Krouse, Chief of Technical Analysis and Research Division at IWR. Mr. Steven R. Cone is the technical monitor of the Flood Mitigation work unit, under the direction of Mr. Robert M. Daniel, Chief of Economics and Social Analysis Branch at the Office of the Chief of Engineers. Mr. Cornell Pippens of the New York District served as district level coordinator for this effort. Mr. Robert F. Norton provided technical editing of the document. Ms. Arlene Nurthen was responsible for document preparation and publication. The following COE districts provided information related to methods and procedures used by their offices: Baltimore; Galveston; Los Angeles; Louisville; Mobile; New Orleans; Rock Island; Saint Louis; San Francisco; and Vicksburg. In addition, the authors would like to acknowledge the contributions of the Tax Assessor Office for the following communities: Wayne Township, NJ; City of Paterson, NJ; Fairlawn Township, NJ; and Montpelier, VT. M