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ICDM 2020:  MLCS Workshop : Multilingual Cognitive Services Workshop
ICDM 2020:  MLCS Workshop : Multilingual Cognitive Services Workshop

ICDM 2020: MLCS Workshop : Multilingual Cognitive Services Workshop

Sorrento, Italy
Event Date: November 17, 2020 - November 17, 2020
Submission Deadline: August 24, 2020
Notification of Acceptance: September 17, 2020
Camera Ready Version Due: September 24, 2020




About

Many aspects of artificial intelligence, including search, question answering, and Internet of Things automation in home assistants, rely on robust cognitive services such as natural language understanding from speech and text. One of the technical challenges that remains an open research area and is coming to the forefront of this field is that of adapting cognitive services across languages, to serve a worldwide community of multilingual and multicultural users. This workshop will address research problems in cognitive service design and development that center around multilingual translation, speech recognition, and - to a degree - text understanding. These problems include:

  • Code mixing: mixed languages in speech and text (conversation, queries, commands)
  • Language recognition: identifying languages in small units of mixed natural language
  • Accents: identifying and adapting to regional accents and second-language speaker
  • Dialogue agents: responses; handling language switching in conversational contexts
  • Standardization/transcription: translating mixed texts and transcripts to one language

Call for Papers

Active research areas that are related to cognitive services include:

  • Data mining and computational linguistics in multilingual domains
  • Multimodal data science, especially video (dialogues, speechreading)
  • Machine learning using multilingual natural language data, including text/transcripts
  • Multilingual speech recognition/prediction with deep learning/artificial neural nets
  • Human-centered computing, including cognitive models and user modeling
  • Home assistants and other dialogue agents
  • Machine translation
  • Human-robot interaction (HRI) and human-computer interaction (HCI)
  • Usability of interactive services: how to respond to multilingual queries and dialogue
  • User adaptation and personalization
  • Understanding emotions in user context: home/work, friends/strangers, online/in person



Summary

ICDM 2020: MLCS Workshop : Multilingual Cognitive Services Workshop will take place in Sorrento, Italy. It’s a 1 day event starting on Nov 17, 2020 (Tuesday) and will be winded up on Nov 17, 2020 (Tuesday).

ICDM 2020 falls under the following areas: ARTIFICIAL INTELLIGENCE, DATA MINING, NATURAL LANGUAGE PROCESSING, COGNITIVE COMPUTING, etc. Submissions for this Workshop can be made by Aug 24, 2020. Authors can expect the result of submission by Sep 17, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Sep 24, 2020 to the official website of the Workshop.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the ICDM 2020

  • Short Name: ICDM 2020
  • Full Name: MLCS Workshop : Multilingual Cognitive Services Workshop
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of ICDM 2020
  • Event Type: Workshop
  • Website Link: https://bit.ly/ICDM-MLCS-2020
  • Location/Address: Sorrento, Italy


Credits and Sources

[1] ICDM 2020: MLCS Workshop : Multilingual Cognitive Services Workshop


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