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A survey of recent methods on deriving topics from Twitter: algorithm to evaluation
In recent years, studies related to topic derivation in Twitter have gained a lot of interest from
businesses and academics. The interconnection between users and information has made …
businesses and academics. The interconnection between users and information has made …
Complex temporal question answering on knowledge graphs
Question answering over knowledge graphs (KG-QA) is a vital topic in IR. Questions with
temporal intent are a special class of practical importance, but have not received much …
temporal intent are a special class of practical importance, but have not received much …
A survey on narrative extraction from textual data
Narratives are present in many forms of human expression and can be understood as a
fundamental way of communication between people. Computational understanding of the …
fundamental way of communication between people. Computational understanding of the …
Current challenges and future research areas for digital forensic investigation
Given the ever-increasing prevalence of technology in modern life, there is a corresponding
increase in the likelihood of digital devices being pertinent to a criminal investigation or civil …
increase in the likelihood of digital devices being pertinent to a criminal investigation or civil …
Time masking for temporal language models
Our world is constantly evolving, and so is the content on the web. Consequently, our
languages, often said to mirror the world, are dynamic in nature. However, most current …
languages, often said to mirror the world, are dynamic in nature. However, most current …
A survey of modelling trends in temporal GIS
The main achievements of spatio-temporal modelling in the field of Geographic Information
Science that spans the past three decades are surveyed. This article offers an overview of:(i) …
Science that spans the past three decades are surveyed. This article offers an overview of:(i) …
Clustering with outlier removal
Cluster analysis and outlier detection are two continuously rising topics in data mining area,
which in fact connect to each other deeply. Cluster structure is vulnerable to outliers; …
which in fact connect to each other deeply. Cluster structure is vulnerable to outliers; …
Faithful temporal question answering over heterogeneous sources
Temporal question answering (QA) involves time constraints, with phrases such as"... in
2019" or"... before COVID". In the former, time is an explicit condition, in the latter it is implicit …
2019" or"... before COVID". In the former, time is an explicit condition, in the latter it is implicit …
Exploiting the ground-truth: An adversarial imitation based knowledge distillation approach for event detection
The ambiguity in language expressions poses a great challenge for event detection. To
disambiguate event types, current approaches rely on external NLP toolkits to build …
disambiguate event types, current approaches rely on external NLP toolkits to build …
Temporal information retrieval
The study of temporal dynamics and its impact can be framed within the so-called temporal
IR approaches, which explain how user behavior, document content and scale vary with …
IR approaches, which explain how user behavior, document content and scale vary with …