Research

Machine learning for NLP (ML4NLP)

  • Deep Learning for NLP
  • Word Embeddings
  • Domain Adaptation
  • Hybrid approaches (mix of stocastic and linguistic approaches)
  • lightly and supervised approaches

Automatic Speech Recognition (ASR)

  • Spoken Language Understanding
  • Human–Machine dialogue

Natural Language Processing (NLP)

  • Neural & Statistical Machine Translation
  • Natural Language Understanding
  • Underresource languages
  • Big Data and Data Mining (Twitter)

Evaluation methods

  • Evaluation campaingns (SLU & TA)
  • Human and automatic metrics
  • “Human in the loop”
  • Confidence measures

Publications

See details on:

2021

2020

2019

2017

2016

2015

2014

2013

2012

2011

2010

2008

2006


Last updated on 2021-07-18