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Found 6 papers, 2 papers with code
Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts
We provide an overview of the CLPsych 2022 Shared Task, which focusses on the automatic identification of ‘Moments of Change’ in lon- gitudinal posts by individuals on social media and its connection with information regarding mental health .
Generating Zero-shot Abstractive Explanations for Rumour Verification
The task of rumour verification in social media concerns assessing the veracity of a claim on the basis of conversation threads that result from it.
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling
We present an open-source, pip installable toolkit, Sig-Networks, the first of its kind for longitudinal language modelling.
Unsupervised Opinion Summarisation in the Wasserstein Space
A Variational Autoencoder is used to get the distribution of documents/posts, and the distributions are disentangled into separate semantic and syntactic spaces.
Template-based Abstractive Microblog Opinion Summarisation
We introduce the task of microblog opinion summarisation (MOS) and share a dataset of 3100 gold-standard opinion summaries to facilitate research in this domain.
Evaluation of Thematic Coherence in Microblogs
Here we create a corpus of microblog clusters from three different domains and time windows and define the task of evaluating thematic coherence.
