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nancy-hicks-gribble-at-SemEval-2023-Task-5

This repository holds the code for the SemEval 2023 Clickbait Spoiling shared task submission from the team nancy-hicks-gribble.

Overview

The repository is structured as follows: Data: is the directory where the scripts expect the original dataset from the lab organizers.

  • Scripts: contains the code for pre-studies and data analysis. This is irrelevant for reproducing the contribution.

  • task_1-LR: holds the code for the shallow learned models used in the comparison (not submitted)

  • task_1-multiclass: contains the code for the submitted system INJ-TASK1_MULTYCLASS.

  • task_1-oao-base: contains the code for the submitted system INJ-TASK1_OAO.

  • task_1-oao-news: contains the code for the submitted system INJ-TASK1_NEWS.

  • task_2: contains the code for the single submission of the team for the second task. The system was called SHORT-SCREW.

Models

Due to the size of the models used for submission and testing, they are not part of the repository but can be retrieved through this link.

System Container Model
task_1-LR -- model.pkl
task_1-LR -- preprocessor.pkl
task_1-multiclass INJ-TASK1_MULTYCLASS roberta-base-3_multiclass-2022-12-21-T18-06-40
task_1-oao-base INJ-TASK1_OAO roberta-base-1_phrase-2022-12-21-T17-20-38
task_1-oao-base INJ-TASK1_OAO roberta-base-2_passage-2022-12-21-T17-34-28
task_1-oao-base INJ-TASK1_OAO roberta-base-3_multi-2022-12-21-T19-36-44
task_1-oao-news INJ-TASK1_NEWS roberta-news-full-1_phrase-2022-12-21-T20-36-22
task_1-oao-news INJ-TASK1_NEWS roberta-news-full-3_multi-2022-12-22-T11-54-08
task_1-oao-news INJ-TASK1_NEWS roberta-news-full-3_passage-2022-12-22-T10-50-31
task_2 SHORT-SCREW deepset/roberta-base-squad2

Reference

TBD