Improving truthfulness of headline generation
Witrynaheadline-entailment Datasets created in the paper Improving Truthfulness of Headline Generation. Gigaword Entailment Dataset We put datasets of annotation results we … 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 ...
Improving truthfulness of headline generation
Did you know?
WitrynaDatasets created in the paper "Improving Truthfulness of Headline Generation" - headline-entailment/README.md at master · nlp-titech/headline-entailment Witryna1 dzień temu · Improving 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
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 … http://sidenoter.nii.ac.jp/acl_anthology/2024.acl-main.123/
WitrynaThrough both automatic and human evaluation, we demonstrate that TitleStylist can generate relevant, fluent headlines with three target styles: humor, romance, and … 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.
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.
WitrynaHeadline generation 20 papers with code • 1 benchmarks • 1 datasets pool absperrhahn 32mmWitryna20 mar 2024 · We introduce a new task of entailment-relation-aware paraphrase generation and propose a RL-based weakly-supervised model ( ERAP) that can be trained without a task-specific corpus. Additionally, an existing NLI corpora is recasted to curate a small annotated dataset for this task, and provide performance bounds for it. shaq fu mugen charactersWitryna2 maj 2024 · Thispaper explores improving the truthfulness inheadline generation on two popular datasets.Analyzing headlines generated by the state-of-the-art encoder … pool above ground heaterWitrynaIntroduced by Matsumaru et al. in Improving Truthfulness of Headline Generation The Gigaword Entailment dataset is a dataset for entailment prediction between an article … pool above ground signsWitrynaImproving Truthfulness of Headline Generation Most studies on abstractive summarization report ROUGE scores between system and reference summaries. … shaq fun house azWitryna1 kwi 2024 · The motivation of this research is to explore the essence of the auto-summarization generation by simulating people’s thinking logic in the process of writing abstracts, giving deep learning a certain degree of interpretability and reasoning. 2. There are a lot of repetition problems in the abstracts generated in the previous related studies. pool academy church rd pool redruth tr15 3pzWitrynacern about the truthfulness of generated sum-maries: whether all facts of a generated sum-mary are mentioned in the source text. This paper explores improving the … shaq fu 2 release date