Publications

Published May 12, 2020

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

LREC 2020

Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 12, 2020

A Corpus for Detecting High-Context Clinical Indications in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients

LREC 2020

Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 12, 2020

TutorialVQA: Question Answering Dataset for Tutorial Videos

LREC 2020

Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Zhe Wang, Doo Soon Kim
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published May 12, 2020

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks

LREC 2020

Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 7, 2020

SPADE: Streaming PARAFAC2 Decomposition for Large Datasets

SIAM SDM 2020

Ekta Gurjal, Georgios Theocharous, Evangelos E. Papalexakis
  • AI & Machine Learning

Published May 4, 2020

Impulse Response Data Augmentation and Deep Neural Networks For Blind Room Acoustic Parameter Estimation

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nicholas J. Bryan
  • AI & Machine Learning
  • Audio

Published May 4, 2020

Few-Shot Sound Event Detection

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello
  • AI & Machine Learning
  • Audio

Published May 4, 2020

Disentangled Multidimensional Metric Learning For Music Similarity

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
  • AI & Machine Learning
  • Audio

Published May 4, 2020

One-Shot Parametric Audio Production Style Transfer With Application to Frequency Equalization

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Stylianos I. Mimilakis, Nicholas J. Bryan, Paris Smaragdis
  • AI & Machine Learning
  • Audio

Published May 1, 2020

Image Morphing with Perceptual Constraints and STN Alignment

Computer Graphics Forum (CGF)

Noa Fish, Richard Zhang, Lilach Perry, Daniel Cohen-Or, Eli Shechtman, Connelly Barnes
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published April 25, 2020

TurkEyes: A Web-Based Toolbox for Crowdsourcing Attention Data

ACM Conference on Human Factors in Computing Systems (CHI)

Anelise Newman, Barry McNamara, Camilo Fosco, Yun Bin Zhang, Pat Sukhum, Matthew Tancik, Nam Wook Kim, Zoya Bylinskii
  • Human Computer Interaction

Published April 25, 2020

ICONATE: Automatic Compound Icon Generation and Ideation

ACM Conference on Human Factors in Computing Systems (CHI)

Nanxuan Zhao, Nam Wook Kim, Laura Mariah Herman, Hanspeter Pfister, Rynson W.H. Lau, Jose Echevarria, Zoya Bylinskii
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published April 25, 2020

Accelerating Adult Readers with Typeface: A Study of Individual Preferences and Effectiveness

ACM CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI'EA)

Shaun Wallace, Rick Treitman, Jeff Huang, Ben D. Sawyer, Zoya Bylinskii
  • Document Intelligence
  • Human Computer Interaction

Published April 25, 2020

Pronto: Rapid Augmented Reality Video Prototyping Using Sketches and Enaction

CHI '20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Germán Leiva, Cuong Nguyen, Rubaiat Habib, Paul Asente
  • AR, VR & 360 Photography
  • Human Computer Interaction

Published April 24, 2020

Autocomplete Element Fields

CHI 2020

Chen-Yuan Hsu, Li-Yi Wei, Lihua You, Jian Jun Zhang
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published April 20, 2020

Time Series Forecasting for Cold-Start Items by Learning from Related Items using Memory Networks

The Web Conference (WebConf) - Poster

Ayush Chauhan, Archiki Prasad*, Parth Gupta*, Amireddy Prashanth Reddy*, Shiv Saini
  • AI & Machine Learning
  • Data Intelligence

Published April 20, 2020

Modeling Causal Impact of Textual Style on a Targeted Goal

The Web Conference (WebConf) - Poster

Gaurav Verma, Balaji Vasan Srinivasan, Shiv Saini, Niyati Chhaya
  • Content Intelligence
  • Data Intelligence
  • Natural Language Processing

Published April 14, 2020

Using Image Captions and Multitask Learning for Recommending Query Reformulations

European Conference on Information Retrieval (ECIR)

Gaurav Verma, Vishwa Vinay, Sahil Bansal*, Shashank Oberoi*, Makkunda Sharma*, Prakhar Gupta
  • AI & Machine Learning
  • Natural Language Processing

Published April 14, 2020

Session-based Path Prediction by Combining Local and Global Content Preferences

European Conference on Information Retrieval (ECIR)

Kushal Chawla, Niyati Chhaya
  • AI & Machine Learning
  • Content Intelligence

Published April 14, 2020

Reinforced Rewards Framework for Text Style Transfer

European Conference on Information Retrieval (ECIR)

Abhilasha Sancheti, Kundan Krishna, Anandhavelu Natarajan, Balaji Vasan Srinivasan
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing
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