It can be fairly tricky for researchers to figure out which conference their work could be best suited for. Often, early-career researchers face multiple rejections before eventually getting their work accepted. Our team is currently working on a natural language classification (NLC) and Explainable AI (XAI) powered tool that can analyze full paper drafts to advise researchers on possible improvements that might better shape their work for the various top AI conferences.
For this demo, we present our progress on the above-mentioned tool as a fun and engaging social game. Our game gives users a teaser of this tool by only asking them for their draft title(s) as opposed to an entire paper. From this, we use models trained on accepted and rejected papers to suggest possible title improvements. We also predict paper title's success at different AI conferences while allowing players to compete for most "accepted" titles with their fellow NeurIPS attendees.
Aabhas Sharma (IBM Research)
Narendra Nath Joshi (IBM Research)
Michael Muller (IBM Research)
Michael Muller works in the AI Interactions group of IBM Research AI, where his work focuses on the human aspects of data science; ethics and values in applications of AI to human issues; metrics and analytics for enterprise social software applications, with particular application to employee engagement emergent social phenomena in social software. Recognitions include: ACM Distinguished Scientist; SIGCHI Academy; IBM Master Inventor. Steering Committees: EUSSET (European Society for the study of Socially Embedded Technologies); ACM GROUP conference series. Papers co-chair for ECSCW 2019 (European Computer Supported Cooperative Work conference).
Casey Dugan (IBM Research AI)
More from the Same Authors
2020 Demonstration: Fast and Automatic Visual Label Conflict Resolution »
Narendra Nath Joshi · Aabhas Sharma · Michael Muller · Qian Pan · Zahra Ashktorab · Casey Dugan
2020 Demonstration: AI Assisted Data Labeling »
Michael Desmond · Evelyn Duesterwald · Kristina M Brimijoin · Michael Muller · Aabhas Sharma · Narendra Nath Joshi · Qian Pan · Casey Dugan · Zahra Ashktorab
2019 Demonstration: Passcode: A cooperative word guessing game between a human and AI agent »
Katy Gero · Maria Ruis · Zahra Ashktorab · J Johnson · Sadhana Kumaravel · Wei Zhang · Qian Pan · Murray Campbell · Casey Dugan · David Millen · Sarah Miller · Werner Geyer
2018 Demonstration: BigBlueBot: A Demonstration of How to Detect Egregious Conversations with Chatbots »
Casey Dugan · Justin D Weisz · Aabhas Sharma · Ingrid Lange · J Johnson · Mohit Jain · Werner Geyer
2018 Demonstration: Game for Detecting Backdoor Attacks on Deep Neural Networks using Activation Clustering »
Casey Dugan · Werner Geyer · Narendra Nath Joshi · Ingrid Lange · Dustin Ramsey Torres · Bryant Chen · Nathalie Baracaldo Angel · Heiko Ludwig