Description
Language generation (LG) is a crucial technology if machines are to communicate with humans seamlessly using human natural language. A great number of different tasks within Natural Language Processing (NLP) are language generation tasks, and being able to effectively perform these tasks implies (1) that machines are equipped with world knowledge that can require multi-modal processing and reasoning (e.g. textual, visual and auditory inputs, or sensory data streams), and (2) the study of strong, novel Machine Learning (ML) methods (e.g. structured prediction, generative models), since virtually all state-of-the-art NLP models are learned from data. Moreover, human languages can differ wildly in their surface realisation (i.e. scripts) as well as their internal structure (i.e. grammar), which suggests that multilinguality is a central goal if machines are to perform seamless language generation. Language generation technologies would greatly benefit both public and private services offered to EU citizens in a multilingual Europe, and have strong economic and societal impacts.
Action keywords
multitask - multilingual - multimodal - language generation - machine learning
Management Committee
Country | MC Member |
---|---|
Albania | |
Albania | |
Austria | |
Belgium | |
Belgium | |
Bosnia and Herzegovina | |
Bosnia and Herzegovina | |
Bulgaria | |
Croatia | |
Croatia | |
Czech Republic | |
Denmark | |
Estonia | |
Finland | |
Finland | |
France | |
France | |
Germany | |
Germany | |
Greece | |
Greece | |
Hungary | |
Ireland | |
Ireland | |
Israel | |
Israel | |
Italy | |
Italy | |
Latvia | |
Lithuania | |
Lithuania | |
Malta | |
Malta | |
Netherlands | |
North Macedonia | |
North Macedonia | |
Norway | |
Poland | |
Poland | |
Portugal | |
Portugal | |
Romania | |
Romania | |
Serbia | |
Slovakia | |
Slovakia | |
Slovenia | |
Slovenia | |
Spain | |
Spain | |
Sweden | |
Switzerland | |
Türkiye | |
Türkiye | |
United Kingdom | |
United Kingdom |
Main Contacts
Action Contacts
COST Staff
Leadership
Role | Leader |
---|---|
Action Chair | |
Action Vice-Chair | |
Grant Holder Scientific Representative | |
Science Communication Coordinator | |
Grant Awarding Coordinator | |
WG1 Leader | |
WG2 Leader | |
WG4 Leader | |
WG5 Leader |
Working Groups
Number | Title | Leader |
---|---|---|
1 | Grounded multi-modal reasoning and generation | |
2 | Efficient Machine Learning algorithms, methods, and applications to language generation | |
3 | Dialogue, interaction and conversational language generation applications | |
4 | Exploiting large knowledge bases and graphs | |
5 | Industry and End-User Liaison |
Membership
Name | Working Group | Country |
---|---|---|
WG 1 | Netherlands | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Israel | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Bosnia & Herzegovina | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Albania | |
WG 1 | Sweden | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Portugal | |
WG 1, WG 2 | Germany | |
WG 1, WG 2 | Germany | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Slovenia | |
WG 1, WG 2, WG 3, WG 4, WG 5 | North Macedonia | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Slovenia | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Croatia | |
WG 1, WG 2, WG 3, WG 4, WG 5 | ||
WG 1, WG 2, WG 3, WG 4, WG 5 | Bosnia & Herzegovina | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Romania | |
WG 1, WG 2, WG 3, WG 4, WG 5 | ||
WG 1, WG 2, WG 3, WG 4, WG 5 | Kosovo* | |
WG 1 | ||
WG 1, WG 2, WG 3, WG 4, WG 5 | Denmark | |
WG 1, WG 2, WG 3, WG 4 | Czechia | |
WG 1, WG 2 | Spain | |
WG 1, WG 3, WG 4 | Poland | |
WG 1 | Malta | |
WG 1 | Germany | |
WG 1, WG 2 | France | |
WG 1, WG 2 | Türkiye | |
WG 1, WG 2, WG 3 | United Kingdom | |
WG 1, WG 2, WG 3, WG 4 | Netherlands | |
WG 1, WG 2 | Poland | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Germany | |
WG 1, WG 2, WG 3 | Portugal | |
WG 1, WG 2, WG 3, WG 5 | Georgia | |
WG 1, WG 2 | Belgium | |
WG 1, WG 2 | Türkiye | |
WG 1 | Denmark | |
WG 1, WG 5 | Estonia | |
WG 1 | Italy | |
WG 1, WG 3 | ||
WG 1 | ||
WG 1 | ||
WG 1 | ||
WG 1, WG 2 | ||
WG 1 | ||
WG 1, WG 2, WG 3 | Romania | |
WG 1 | ||
WG 1 | Sweden | |
WG 1 | Türkiye | |
WG 1, WG 2, WG 3, WG 4, WG 5 | Romania | |
WG 1, WG 2 | Türkiye | |
WG 1 | ||
WG 1 | Slovakia | |
WG 1 | Poland | |
WG 1, WG 3 | Italy | |
WG 1 | ||
WG 1 | Norway | |
WG 1 | ||
WG 1 | ||
WG 1, WG 2, WG 3, WG 4, WG 5 | United States | |
WG 1 | Spain | |
WG 1 | Sweden | |
WG 1 | Spain | |
WG 1 | Netherlands | |
WG 1 | Spain | |
WG 1 | Croatia | |
WG 1, WG 2, WG 3, WG 4, WG 5 | United Kingdom | |
WG 1 | Türkiye | |
WG 1 | Spain | |
WG 1 | Egypt | |
WG 1 | Sweden | |
WG 1 | Türkiye | |
WG 1 | Sweden | |
WG 1 | Malta | |
WG 1 | Netherlands | |
WG 1, WG 2, WG 3, WG 4, WG 5 | North Macedonia | |
WG 1 | Germany | |
WG 1 | Malta | |
WG 1 | Spain | |
WG 1 | Spain | |
WG 2 | Spain | |
WG 2 | Türkiye | |
WG 2, WG 4 | Spain | |
WG 2 | Denmark | |
WG 2, WG 5 | ||
WG 2 | ||
WG 2 | Lithuania | |
WG 2 | Germany | |
WG 2, WG 3 | Romania | |
WG 2, WG 3 | Slovakia | |
WG 2, WG 4 | Albania | |
WG 2 | Hungary | |
WG 2, WG 4, WG 5 | Italy | |
WG 2, WG 5 | North Macedonia | |
WG 2, WG 3 | Croatia | |
WG 2, WG 4 | Lithuania | |
WG 2, WG 4 | Italy | |
WG 2, WG 3 | ||
WG 2 | Greece | |
WG 2, WG 3, WG 4 | Poland | |
WG 2, WG 4 | Poland | |
WG 2, WG 3, WG 4 | ||
WG 2, WG 4 | Croatia | |
WG 2 | Belgium | |
WG 2, WG 3 | Switzerland | |
WG 2, WG 3, WG 4 | Croatia | |
WG 2, WG 3, WG 4 | Italy | |
WG 2, WG 4 | Germany | |
WG 2 | Türkiye | |
WG 2, WG 3 | North Macedonia | |
WG 2, WG 5 | ||
WG 2, WG 4 | ||
WG 2 | Türkiye | |
WG 2, WG 3, WG 4 | Greece | |
WG 2 | Israel | |
WG 2, WG 4 | Ireland | |
WG 2 | Serbia | |
WG 2, WG 4 | Italy | |
WG 2, WG 4 | Denmark | |
WG 2, WG 4 | Norway | |
WG 2 | Spain | |
WG 2 | Austria | |
WG 2 | Türkiye | |
WG 2 | Japan | |
WG 2 | Spain | |
WG 2 | Spain | |
WG 2 | Spain | |
WG 2, WG 4 | Spain | |
WG 2, WG 3 | Sweden | |
WG 3, WG 5 | Portugal | |
WG 3, WG 4 | Latvia | |
WG 3, WG 4 | North Macedonia | |
WG 3, WG 4 | Israel | |
WG 3 | Spain | |
WG 3 | Kosovo* | |
WG 3, WG 4, WG 5 | Türkiye | |
WG 3, WG 4, WG 5 | France | |
WG 3, WG 5 | Portugal | |
WG 3, WG 5 | Türkiye | |
WG 4 | Romania | |
WG 4 | Lithuania | |
WG 4 | Lithuania | |
WG 4, WG 5 | Albania | |
WG 4 | Bosnia & Herzegovina | |
WG 4 | Bosnia & Herzegovina | |
WG 4, WG 5 | ||
WG 4, WG 5 | Finland | |
WG 4 | Bulgaria | |