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researcher

M. Collinson

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL2

identity via Semantic Scholar / OpenAlex

most citedA Stable Variational Autoencoder for Text Modelling

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CL2019★ 3 cited

A Stable Variational Autoencoder for Text Modelling

Ruizhe Li, Xiao Li, Chenghua Lin +2

Variational Autoencoder (VAE) is a powerful method for learning representations of high-dimensional data. However, VAEs can suffer from an issue known as latent variable collapse (…

cs.CL2018

A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification

Ruizhe Li, Chenghua Lin, Matthew Collinson +2

Recognising dialogue acts (DA) is important for many natural language processing tasks such as dialogue generation and intention recognition. In this paper, we propose a dual-atten…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.