Базовые Методы

Many emerging applications require doc- uments to be repeatedly updated. Such documents include newsfeeds, webpages, and shared community resources such as Wikipedia. In this paper we address the task of …...

Plagiarism is the use of the language and thoughts of another work and the repre- sentation of them as one's own original work. Various levels of plagiarism exist in many …...

In this paper, we propose a novel approach to automatic generation of summary tem- plates from given collections of summary articles. This kind of summary templates can be useful in …...

In this paper, we discuss news source detec- tion (NSD), which involves finding additional information of a message generated in so- cial media to understand the original message more deeply. …...

We explore the novel task of identify- ing latent attributes in video scenes, such as the mental states of actors, using only large text collections as background knowledge and minimal …...

Community question answering (CQA) has become an important service due to the popularity of CQA archives on the web. A distinctive feature is that CQA services usually organize questions into …...

AbstractExtracting chemical reactions from patents is a crucial task for chemists working on chemical exploration. In this paper we introduce the novel task of detecting the textual spans that describe …...

AbstractWhile neural machine translation (NMT) has achieved remarkable success, NMT systems are prone to make word omission errors. In this work, we propose a contrastive learning approach to reducing word …...

AbstractWe study the problem of learning an event classifier from human needs category descriptions, which is challenging due to: (1) the use of highly abstract concepts in natural language descriptions, …...

AbstractEmotions and their evolution play a central role in creating a captivating story. In this paper, we present the first study on modeling the emotional trajectory of the protagonist in …...

AbstractAs political attitudes have diverged ideologically in the United States, political speech has diverged lingusitically. The ever-widening polarization between the US political parties is accelerated by an erosion of mutual …...

AbstractThe number of depression and suicide risk cases on social media platforms is ever-increasing, and the lack of depression detection mechanisms on these platforms is becoming increasingly apparent. A majority …...

AbstractNatural language processing for sign language video—including tasks like recognition, translation, and search—is crucial for making artificial intelligence technologies accessible to deaf individuals, and is gaining research interest in recent …...

The objective of Sentence-level Revision (SentRev) is to enhance the fluency of En- glish writing; however, the performance of the three baseline methods is notably suboptimal. In this study, we …...