Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data
Table 5: ROUGE scores after applying Doc2Vec to the salient sentence selection.
['[BOLD] ROUGE-N', '[BOLD] CB', '[BOLD] CJ', '[BOLD] COS_CCT', '[BOLD] COS_TTS', '[BOLD] COS_TPS', '[BOLD] SL', '[BOLD] SP', '[BOLD] COS_STT', '[BOLD] TT']
In order to evaluate the system summaries against the reference summaries, we apply ROUGE-N evaluation metrics. We report ROUGE-1 (unigram), ROUGE-2 (bi-grams) and ROUGE-SU4 (skip-bigram with maximum gap length of 4). The least performing feature is the cosine similarity of climate change terms and sentences feature.