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Related Papers

Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification Using Pre-trained Language Models

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThis paper describes Galileo’s performance in SemEval-2020 Task 12 on detecting and categorizing offensive language in social media. For Offensive Language Identification, we proposed a multi-lingual method using Pre-trained Language …...

24476

problemConquero at SemEval-2020 Task 12: Transformer and Soft Label-based Approaches

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIn this paper, we present various systems submitted by our team problemConquero for SemEval-2020 Shared Task 12 “Multilingual Offensive Language Identification in Social Media”. We participated in all the three …...

24384

Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractSupervised learning assumes that a ground truth label exists. However, the reliability of this ground truth depends on human annotators, who often disagree. Prior work has shown that this disagreement …...

20958

Knowledge Distillation with BERT for Image Tag-Based Privacy Prediction

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractText in the form of tags associated with online images is often informative for predicting private or sensitive content from images. When using privacy prediction systems running on social networking …...

20161

Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThis paper introduces a model for incomplete utterance restoration (IUR) called JET (Joint learning token Extraction and Text generation). Different from prior studies that only work on extraction or abstraction …...

21178

xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper describes the development of a system for SemEval-2023 Shared Task 11 on Learning with Disagreements (Le-Wi-Di). Labelled data plays a vital role in the development of machine learning …...

24822