• Publications
  • Influence
CTSUM: extracting more certain summaries for news articles
TLDR
This paper proposes a novel system called CTSUM to incorporate the new factor of information certainty into the summarization task, which automatically predicts the certainty levels of sentences in news articles by using the support vector regression method with a few useful features. Expand
Adapting Neural Single-Document Summarization Model for Abstractive Multi-Document Summarization: A Pilot Study
TLDR
This paper proposes an approach to extend the neural abstractive model trained on large scale SDS data to the MDS task, which makes use of a small number of multi-document summaries for fine tuning. Expand
Towards Constructing Sports News from Live Text Commentary
TLDR
The possibility to automatically generate sports news from live text commentary scripts with a probabilistic sentence selection algorithm is investigated, utilizing both traditional sentence features for generic document summarization and novelly designed task-specific features. Expand
PKUSUMSUM : A Java Platform for Multilingual Document Summarization
TLDR
A brief description of the char-acteristics, the summarization methods, and the evaluation results of the PKUSUMSUM platform are made, and a comparison with other summarization toolkits is compared. Expand
Towards a Neural Network Approach to Abstractive Multi-Document Summarization
TLDR
This paper proposes an approach to extend the neural abstractive model trained on large scale SDS data to the MDS task, which makes use of a small number of multi-document summaries for fine tuning. Expand
Content Selection for Real-time Sports News Construction from Commentary Texts
TLDR
This work verifies the feasibility of a more challenging but more useful setting to generate news report on the fly by treating live text input as a stream and design various scoring functions to address different requirements of the task. Expand
Towards Automatic Construction of News Overview Articles by News Synthesis
TLDR
This paper proposes a news synthesis approach to address this task based on passage segmentation, ranking, selection and merging, and achieves the best performance on both automatic evaluation and manual evaluation. Expand
Overview of the NLPCC-ICCPOL 2016 Shared Task: Sports News Generation from Live Webcast Scripts
TLDR
This shared task aims to automatically generate sports news articles from live webcast scripts and can be considered a special case of single document summarization. Expand
Overview of the NLPCC 2015 Shared Task: Weibo-Oriented Chinese News Summarization
The Weibo-oriented Chinese news summarization task aims to automatically generate a short summary for a given Chinese news article, and the short summary is used for news release and propagation onExpand