Improving truthfulness of headline generation
Witryna1 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 … Witryna2 maj 2024 · This paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder …
Improving truthfulness of headline generation
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WitrynaThis 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. 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 ...
WitrynaWe introduce FunLines, a competitive game where players edit news headlines to make them funny, and where they rate the funniness of headlines edited by others. FunLines makes the humor generation process fun, interactive, collaborative, rewarding and educational, keeping players engaged and providing humor data at a very low cost … WitrynaHeadline generation 20 papers with code • 1 benchmarks • 1 datasets
WitrynaImproving 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 Witryna1 前言. 本次介绍ACL2024年会议中开源的一个关于新闻标题生成的数据集——PENS，论文标题为。 这里需要提及的是：PENS数据集跟以往的不太一样（如Google News），它包含了用户信息（如阅读过的新闻，点击的次数等），这样利用该数据集 ...
Witryna1 lip 2024 · Most studies on abstractive summarization report ROUGE scores between system and reference summaries. However, we have a concern about the truthfulness of ge...
http://aclanthology.lst.uni-saarland.de/people/n/naoaki-okazaki/ fishing significato in informaticaWitrynaImproving Truthfulness of Headline Generation URL Young researcher’s encouragement award, the 242nd Meeting of Special Interest Group of Natural Language Processing (SIGNL), Information Processing Society of Japan (IPSJ) (2024-10-25) Tatsuya Hiraoka HMM-based Neural Network Capturing Latent History with RNN URL fishing significationWitrynaThis 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. cancelling scottish gas homecareWitryna1 lip 2024 · Most studies on abstractive summarization report ROUGE scores between system and reference summaries. However, we have a concern about the … fishing signs decorWitrynaImproving Truthfulness of Headline Generation Most studies on abstractive summarization report ROUGE scores between system and reference summaries. … fishing signs svgWitrynaIn this paper, we explore improving the truthful-ness in abstractive summarization on two datasets, English Gigaword and JApanese MUlti-Length Headline Corpus … cancelling scheduled windows 10 upgradeWitryna2 maj 2024 · Title:Improving Truthfulness of Headline Generation Authors:Kazuki Matsumaru, Sho Takase, Naoaki Okazaki Download PDF Abstract:Most studies on … fishing signs for today