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Awesome Topic Segmentation
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(yet another not really) awesome topic/text segmentation list
Overview
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Project README
Awesome Topic Segmentation
List of Papers
Overview of Topic Segmentation
Application of Topic Segmentation in Audiovisual Information Retrieval
Book: Spoken-Language-Understanding-Systems-for-Extracting-Semantic-Information-from-Speech
Segmentation
Attention-Based Neural Text Segmentation: 2018
:
Code
C-HTS: A Concept-based Hierarchical Text Segmentation approach: 2018
:
Code
Text Segmentation based on Semantic Word Embeddings: 2017
:
Code
Text Segmentation as a Supervised Learning Task
:
Code
Topic Segmentation with a Structured Topic Model
Unsupervised Text Segmentation Using Semantic Relatedness Graphs: 2016
Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion: after bayes
:
Code
These MIT guys
Bayesian Unsupervised Topic Segmentation: 2008
:
Code
Minimum Cut Model for Spoken Lecture Segmentation: 2006
Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input: 2007
Gestural Cohesion for Topic Segmentation: 2008
Speech Specific Segmentation
Discriminative Topic Segmentation of Text and Speech: 2010
Topic segmentation in ASR transcripts using bidirectional rnns for change detection: 2017
Enhancing lexical cohesion measure with confidence measures, semantic relations and language model interpolation for multimedia spoken content topic segmentation
Combining Words and Speech Prosody for Automatic Topic Segmentation
Book: Rajiv Shah Roger Zimmermann Multimodal Analysis of User-Generated Multimedia Content
Contains Video Lecture Segmentation Pipeline using Video + Transcript
Petra Galuščáková: Information retrieval and navigation in audio-visual archives
Coherence
Learning to Rank Semantic Coherence for Topic Segmentation: 2017
Text Coherence Analysis Based on Deep Neural Network: 2017
Sentence Ordering and Coherence Modeling using Recurrent Neural Networks: 2016
Learning Semantically Coherent and Reusable Kernels in Convolution
Neural Nets for Sentence Classification: 2016
Cool Stuffs
http://vis.berkeley.edu/papers/videodigests/
: VideoDigest
http://ufallab.ms.mff.cuni.cz/~saleh/do/
: VideoSearch
Optimizing Temporal Topic Segmentation for Intelligent Text Visualization
Open Source Agenda is not affiliated with "Awesome Topic Segmentation" Project. README Source:
sedflix/awesome-topic-segmentation
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Last Commit
5 years ago
Repository
sedflix/awesome-topic-segmentation
License
GPL-3.0
Homepage
https://sedflix.github.io/awesome-topic-segmentation/
Tags
Awesome List
Coherence
Papers
Text Segmentation
Topic Segmentation
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