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Improving truthfulness of headline generation

http://aclanthology.lst.uni-saarland.de/people/n/naoaki-okazaki/ 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.

ACL2024: Hooks in the Headline: Learning to Generate Headlines …

Witryna2 maj 2024 · Thispaper explores improving the truthfulness inheadline generation on two popular datasets.Analyzing headlines generated by the state-of-the-art encoder-decoder model, we showthat the model sometimes generates untruthfulheadlines. We conjecture that one of the rea-sons lies in untruthful supervision data usedfor training … WitrynaImproving 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 daawat everyday basmati rice https://insursmith.com

Improving Truthfulness of Headline Generation - Semantic Scholar

WitrynaIntroduced by Matsumaru et al. in Improving Truthfulness of Headline Generation The Gigaword Entailment dataset is a dataset for entailment prediction between an article … 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 ... 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 daawat e ishq full movie watch online free

nlp-titech/headline-entailment - Github

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Improving truthfulness of headline generation

A Grammar-Aware Pointer Network for Abstractive Summarization …

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 …

Improving truthfulness of headline generation

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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... 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 ...

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. This 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.

Witrynaheadline-entailment Datasets created in the paper Improving Truthfulness of Headline Generation. Gigaword Entailment Dataset We put datasets of annotation results we … WitrynaThis paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder-decoder …

WitrynaHeadline generation 20 papers with code • 1 benchmarks • 1 datasets

WitrynaImproving Truthfulness of Headline Generation - CORE Reader bing search exact stringWitrynaThis paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder-decoder … bing search example chart market dataWitrynaThis paper explores improving the truthfulness in headline generation on two popular datasets. Analyzing headlines generated by the state-of-the-art encoder-decoder … bing search fake google searchWitryna2 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 … daawat foods share priceWitryna1 lip 2024 · Most studies on abstractive summarization report ROUGE scores between system and reference summaries. However, we have a concern about the … bing search exclude word not workingWitrynaThrough both automatic and human evaluation, we demonstrate that TitleStylist can generate relevant, fluent headlines with three target styles: humor, romance, and … bing search exclude domainWitrynaThis 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. bing search exclude a specific site