A Publicly Available Indonesian Corpora for Automatic Abstractive and Extractive Chat Summarization
In this paper we report our effort to construct the first ever Indonesian corpora for chat summarization. Specifically, we utilized documents of multi-participant chat from a well known online instant messaging application, WhatsApp. We construct the gold standard by asking three native speakers to manually summarize 300 chat sections (152 of them contain images). As result, three reference summaries in extractive and either abstractive form are produced for each chat sections. The corpus is still in its early stage of investigation, yielding exciting possibilities of future works.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization
Automatic text summarization is generally considered as a challenging task in the NLP community. One of the challenges is the publicly available and large dataset that is relatively rare and difficult to construct. The p…
ArticlesExtractive SummarizationText SummarizationLiputan6: A Large-scale Indonesian Dataset for Text Summarization
In this paper, we introduce a large-scale Indonesian summarization dataset. We harvest articles from Liputan6.com, an online news portal, and obtain 215,827 document-summary pairs. We leverage pre-trained language models…
Abstractive Text SummarizationArticlesText SummarizationAn Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation
Massively multilingual neural machine translation (MMNMT) has been proven to enhance the translation quality of low-resource languages. In this paper, we empirically investigate the translation robustness of Indonesian-C…
Machine TranslationTranslationFaithfulness-Aware Decoding Strategies for Abstractive Summarization
Despite significant progress in understanding and improving faithfulness in abstractive summarization, the question of how decoding strategies affect faithfulness is less studied. We present a systematic study of the eff…
Abstractive Text SummarizationAutomatic Community Creation for Abstractive Spoken Conversations Summarization
Summarization of spoken conversations is a challenging task, since it requires deep understanding of dialogs. Abstractive summarization techniques rely on linking the summary sentences to sets of original conversation se…
Abstractive Text SummarizationWord Embeddings