Grounding

By Yvonne Dittrich. 2002

Subfields: Natural Language Processing, Multimodal Learning

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Natural Language Processing

1. Mohit Bansal
2. Phil Blunsom
3. Yejin Choi
4. Jianfeng Gao
5. Graham Neubig
6. Kyunghyun Cho
7. Yonatan Bisk
8. Karl Moritz Hermann

In Multimodal Learning

1. Felix Hill
2. Phil Blunsom
3. Daniel Marcu
4. Karl Moritz Hermann
5. Max Jaderberg
6. Yonatan Bisk

Citations in the corpus

• Grounded Language Learning in a Simulated 3D World (2017, background): “Siskind (1995) represents an early attempt to ground language in perception by seeking to link objects and events in stick-figure animations to language.”
• Towards a Dataset for Human Computer Communication via Grounded Language Acquisition (2016, background): “Progress on language has largely focused on grounding visual attributes (Kollar, Krishnamurthy, and Strimel 2013; Matuszek et al. 2014) and on learning spatial relations and actions for small vocabularies with hard-coded abstract concepts (Steels and Vogt 1997; Roy 2002; Guadarrama et al. 2013).”