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extended-abstract

UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing

Published: 16 August 2022 Publication History

Abstract

We report goals, paper submissions, keynotes, and organizations of this UserNLP workshop. User-centered NLP can fill these gaps by explicitly considering stylistic variations across individuals or groups of individuals and focusing on user-level modeling tasks. While traditional NLP tasks tend to focus on single documents (e.g., sentiment analysis), user-centered NLP aims to make inferences for individual users, on the basis of one or more documents associated with that user. This workshop aims to create a platform where researchers can present rising challenges in building user-centered NLP models and discuss shared issues across multidisciplinary fields. We have received 11 submissions and accepted 6 of the submissions, which were reviewed by our 19 program committee members. The program invited four keynote talks from both academia and industry. We appreciate the valuable contributions from the organizing committee, program committee, keynote speakers, and the manuscript authors.

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Published In

cover image ACM Conferences
WWW '22: Companion Proceedings of the Web Conference 2022
April 2022
1338 pages
ISBN:9781450391306
DOI:10.1145/3487553
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 16 August 2022

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Author Tags

  1. personalization
  2. stylistic variation
  3. user modeling
  4. user representation learning
  5. user-centered NLP
  6. user-enhanced NLP models

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  • Extended-abstract
  • Research
  • Refereed limited

Conference

WWW '22
Sponsor:
WWW '22: The ACM Web Conference 2022
April 25 - 29, 2022
Virtual Event, Lyon, France

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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