multimodal research in linköping

Arne Jönsson 1

Multimodal research in Linköping

Arne JönssonNLPLAB/HCS/IDA

Arne Jönsson 2

NLPLAB

Upper row:Pernilla,Sonia,Lena,Annika,Micke,Magnus

Bottom row:Håkan,Lars A,Robert,Mustapha,Arne,Lise,Anders,Lars D

Missing:Nils, Bertil, Pontus, Gen

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Current research

• (Multimodal) information access- Natural language interaction- Text and document analysis

• Usability of multimodal interfaces• Open-Source and development methods

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Dialogue system

Dialoguemanager

Generator

Interpreter

StructuredInformation

Dialogue system

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Ex TV programme guide

• Search for TV programs• Mediaterminal• Structured database • Spoken input• Developed from framework and method

for iterative development• With Nokia Home Communication

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Demo

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Text and document analysis

Language analysis


Unstructured documents

Q&A

MT

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Ex. AskRSV

• Information extraction from text document

• Simple Q&A-system• With Ida Infront

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Ex. taxation brochure

24 pages unstructured text

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Domain ontology in ASK-RSV

• Taxonomy of a limited set of objects, events, properties and relations in the tax domain

• Only IS-A and synonymy relations

OBJECT

THING

ACTOREVENT

PAPER DATE TAXATION TAX EVENT ORG.PEOPLE

TAX-RETURN ASSET DEBT INCOME TRANSACTIONCOMP. PUBL

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Combined system


Unstructured documents

Language analysis

Dialoguesystem

Lexicon Grammar Ontology

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Shared knowledge sources

• Ontology, lexicon and grammar- Different demands from IE and DS

• Design• Development

- Corpus analysis, user - Background system, database

• Automatic update

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BirdQuest

• Bird encyclopaedia- Tagged, templates

• Corpus with user questions- Analysed

• Based on dialogue systems framework

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Ötraf

• Time tables from local bus company• Multimodal system

- Dialogue- Handling of spatial and temporal

expressions

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Studies of multimodal interaction

• Wizard of Oz-simulation • Feedback study

- User’s experience- Interviews, questionnaires- Various dimensions: control, cooperation, ease of use,

efficiency, anxiety, hability etc- Three conditions

- No spoken feedback- Limited spoken feedback- Full spoken feedback

- 30 subjects

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Results

• All or nothing• More like a human in the full feedback

condition- Before the study subjects wanted to have a

timetable for the task, after they preferred a human• No difference in experienced control and

cooperation• The speech synthesis better in full feedback

mode- Same voice

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Open source

• Share research results between research groups- Stimulate exchange and co-operation

• Language technology readily available for industry- Increased use and insights- The companies do their own prototype

development• Robust code• nlpFarm

http://sourceforge.net/projects/nlpfarm/

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http://sourceforge.net/projects/nlpfarm/

multimodal research in linköping

Documents