Topic Identification and Discovery on Text and Speech
Code (0)
등록된 구현이 없습니다.
Tasks
Dimensionality ReductionSpeech RecognitionTopic ModelsSimilar Papers 제목 키워드 기반
Graph-Community Detection for Cross-Document Topic Segment Relationship Identification
In this paper we propose a graph-community detection approach to identify cross-document relationships at the topic segment level. Given a set of related documents, we automatically find these relationships by clustering…
ClusteringCommunity DetectionSciTopic: Enhancing Topic Discovery in Scientific Literature through Advanced LLM
Topic discovery in scientific literature provides valuable insights for researchers to identify emerging trends and explore new avenues for investigation, facilitating easier scientific information retrieval. Many machin…
Information RetrievalReal-time News Story Identification
To improve the reading experience, many news sites organize news into topical collections, called stories. In this work, we present an approach for implementing real-time story identification for a news monitoring system…
Text ClusteringTopic Identification For Spontaneous Speech: Enriching Audio Features With Embedded Linguistic Information
Traditional topic identification solutions from audio rely on an automatic speech recognition system (ASR) to produce transcripts used as input to a text-based model. These approaches work well in high-resource scenarios…
Automatic Speech Recognitionspeech-recognitionSpeech RecognitionModeling community structure and topics in dynamic text networks
The last decade has seen great progress in both dynamic network modeling and topic modeling. This paper draws upon both areas to create a Bayesian method that allows topic discovery to inform the latent network model and…