EMNLP 2022

The 4th Workshop on Data Science with Human-in-the-loop (DaSH) will be co-located with the EMNLP 2022 conference.


The aim of this workshop is to stimulate research on the cooperation between humans and computers within the broad area of natural language processing, including but not limited to information extraction, information retrieval and text mining, machine translation, dialog systems, question answering, language generation, summarization, model interpretability, evaluation, fairness, and ethics. We invite researchers and practitioners interested in understanding how to optimize human-computer cooperation and how to minimize human effort along an NLP pipeline in a wide range of tasks and applications.


This workshop will bring together interdisciplinary researchers from academia, research labs and practice to share, exchange, learn, and develop preliminary results, new concepts, ideas, principles, and methodologies on understanding and improving human-computer interaction in natural language processing. We expect the workshop to help develop and grow a strong community of researchers who are interested in this topic and to yield future collaborations and scientific exchanges across the relevant areas of computational linguistics, natural language processing, data mining, machine learning, data and knowledge management, human-machine interaction, and intelligent user interfaces.

Important dates

  • Submission deadline: September 7, 2022 (September 21, 2022)

  • Notification: October 9, 2022 (October 23, 2022)

  • Camera ready: October 16, 2022 (November 3, 2022)

  • Workshop Dates: December 8, 2022

Deadlines are all 11:59 PM UTC-12:00 ('anywhere on Earth')


Contact Information