Improving truthfulness of headline generation
WitrynaHeadline generation 20 papers with code • 1 benchmarks • 1 datasets Witryna2 maj 2024 · Title:Improving Truthfulness of Headline Generation Authors:Kazuki Matsumaru, Sho Takase, Naoaki Okazaki Download PDF Abstract:Most studies on …
Improving truthfulness of headline generation
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Witryna5 gru 2024 · The model is then fine-tuned for the headline generation task using a massive news corpus. The system is evaluated by 3 expert journalists working in a Finnish media house. The results showcase ... Witryna1 lip 2024 · Most studies on abstractive summarization report ROUGE scores between system and reference summaries. However, we have a concern about the …
Witryna2 maj 2024 · Thispaper explores improving the truthfulness inheadline generation on two popular datasets.Analyzing headlines generated by the state-of-the-art encoder … Witryna5 Improving the truthfulness of models 5.1 Headline generation models 5.2 Data preparation
WitrynaImproving Truthfulness of Headline Generation Most studies on abstractive summarization report ROUGE scores between system and reference summaries. … WitrynaACL2024: Improving Truthfulness of Headline Generation Improving Truthfulness of Headline Generation Kazuki Matsumaru , Sho Takase , Naoaki Okazaki Abstract …
WitrynaIn this paper, we explore improving the truthful-ness in abstractive summarization on two datasets, English Gigaword and JApanese MUlti-Length Headline Corpus …
WitrynaImproving Truthfulness of Headline Generation Kazuki Matsumaru, Sho Takase and Naoaki Okazaki. In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts Ruben Kruiper, Julian Vincent, Jessica Chen-Burger, Marc … birth depression definitionWitryna1 sty 2024 · Usually, headline generation is regarded as a special task of general abstractive text summarization, and the majority of existing studies could be easily … birth designWitrynaThe column “# words” presents two values for each row: a top value is the total number of words in the headline; and the bottom value is the total number of words in the … birth destroyedWitrynaImproving Truthfulness of Headline Generation Kazuki Matsumaru Sho Takase Naoaki Okazaki Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics pdf bib abs Enhancing Machine Translation with Dependency-Aware Self-Attention Emanuele Bugliarello Naoaki Okazaki birth detail cushionsWitrynaThis paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder-decoder … birth detailsThis paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder-decoder model, we show that the model sometimes generates untruthful headlines. We conjecture that one of the reasons lies in untruthful supervision data used for training the model. dan y graig whitesandsWitrynaThis paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder-decoder model, we show that the model sometimes generates untruthful headlines. We conjecture that one of the reasons lies in untruthful supervision data used for training the model. danygraig house care home porthcawl