4 citations · 4 across the 4 of their papers we have counts for
4 papers · 1 filter
Modeling Fuzzy Cluster Transitions for Topic Tracing
Xiaonan Jing, Yi Zhang, Qingyuan Hu +1
Twitter can be viewed as a data source for Natural Language Processing (NLP) tasks. The continuously updating data streams on Twitter make it challenging to trace real-time topic e…
Tracing Topic Transitions with Temporal Graph Clusters
Xiaonan Jing, Qingyuan Hu, Yi Zhang +1
Twitter serves as a data source for many Natural Language Processing (NLP) tasks. It can be challenging to identify topics on Twitter due to continuous updating data stream. In thi…
Graph-of-Tweets: A Graph Merging Approach to Sub-event Identification
Xiaonan Jing, Julia Taylor Rayz
Graph structures are powerful tools for modeling the relationships between textual elements. Graph-of-Words (GoW) has been adopted in many Natural Language tasks to encode the asso…
Misspelling Correction with Pre-trained Contextual Language Model
Yifei Hu, Xiaonan Jing, Youlim Ko +1
Spelling irregularities, known now as spelling mistakes, have been found for several centuries. As humans, we are able to understand most of the misspelled words based on their loc…