NLP4MC 2021 : The Second Workshop on NLP for Medical Conversations
NLP4MC 2021 : The Second Workshop on NLP for Medical Conversations

NLP4MC 2021 : The Second Workshop on NLP for Medical Conversations

Event Date: June 06, 2021 - June 06, 2021
Submission Deadline: March 15, 2021
Notification of Acceptance: April 15, 2021
Camera Ready Version Due: April 21, 2021




The goal of this workshop is to bring together NLP researchers and medical practitioners, along with experts in machine learning, to discuss the current state-of-the-art approaches, to share their insights and discuss challenges. This is critical in order to bridge existing gaps between research and real-world product deployments, this will further shed light on future directions. “NLP for Medical Conversations” will be a one-day workshop including keynotes, spotlight talks, posters, and panel sessions. In keynote talks, senior technical leaders from industry and academia will share insights on the latest development of the field. The panel discussion will focus on the challenges, common framework for evaluating models across sites and future directions of conversational AI research in the medical domain, bridging the gap in research and industrial practice, as well as audience-suggested topics.

Call for Papers

The active areas of research include, but are not limited to:
- Medical conversation summarization
- Entity recognition in Medical conversations
- Extraction of relations and events in Medical conversations
- Entity Linking with medical ontologies
- Topic Models for medical conversations
- Dissemination of resources for Medical conversation analysis
- Strategies to evaluate automated understanding of Medical conversations
- Resource sharing or dataset release
- Handling Multimodal clinical data
- Infrastructures for Clinical Decision Making
- Survey and Trends in Medical Conversational AI
- Language Understanding (NLU / SLU)
- Language Generation
- Medical Conversational AI Deployment
- Dialogue State Tracking
- Dialogue Data Collection / Datasets
- End-to-End Dialogue Modeling
- Slot-based Conversational AI
- Retrieval-based Conversational AI
- Generative Conversational AI
- Multimodal Dialogues
- Contextual Modeling
- Coreference Resolution
- Semantic Representation
- Dialogue Representation Learning
- Emergence of Communication
- Conversational Recommendations
- Patient modeling for Conversational AI
- Learning from user feedback

Best Deals


NLP4MC 2021 : The Second Workshop on NLP for Medical Conversations will take place in Virtual/Online. It’s a 1 day event starting on Jun 06, 2021 (Sunday) and will be winded up on Jun 06, 2021 (Sunday).

NLP4MC 2021 falls under the following areas: NLP, etc. Submissions for this Workshop can be made by Mar 15, 2021. Authors can expect the result of submission by Apr 15, 2021. Upon acceptance, authors should submit the final version of the manuscript on or before Apr 21, 2021 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 NLP4MC 2021

  • Short Name: NLP4MC 2021
  • Full Name: The Second Workshop on NLP for Medical Conversations
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of NLP4MC 2021
  • Event Type: Workshop
  • Website Link:
  • Location/Address: Virtual/Online

Credits and Sources

[1] NLP4MC 2021 : The Second Workshop on NLP for Medical Conversations

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