Publications

Published June 6, 2021

Joint Summarization-Entailment Optimization for Consumer Health Question Understanding

NAACL 2021 NLP for Medical Conversations (NLPMC) workshop

Khalil Mrini, Franck Dernoncourt, Walter Chang, Emilia Farcas, Ndapa Nakashole
Best Student Paper Award
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 6, 2021

Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus

2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL - HLT)

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

Published June 6, 2021

MIMOQA: Multimodal Input Multimodal Output Question Answering

2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL - HLT)

Hrituraj Singh, Anshul Nasery, Denil Mehta, Aishwarya Agarwal, Jatin Lamba, Balaji Vasan Srinivasan
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published June 6, 2021

Context-Aware Prosody Correction for Text-Based Speech Editing

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

Max Morrison, Lucas Rencker, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo
  • AI & Machine Learning
  • Audio

Published June 6, 2021

Differentiable Signal Processing with Black-Box Audio Effects

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

Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan
  • AI & Machine Learning
  • Audio

Published June 6, 2021

Magic Layouts: Structural Prior for Component Detection in User Interface Designs

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Dipu Manandhar, Hailin Jin, John Collomosse, John Collomosse
  • AI & Machine Learning
  • Content Intelligence

Published May 25, 2021

Parsing and Summarizing Infographics with Synthetically Trained Icon Detection

IEEE Pacific Visualization Symposium (PacificVis)

Spandan Madan, Zoya Bylinskii, Carolina Nobre, Matthew Tancik, Adria Recasens, Kimberli Zhong, Sami Alsheikh, Aude Oliva, Fredo Durand, Hanspeter Pfister
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published May 14, 2021

Inducing Rich Interaction Structures between Words for Document-level Event Argument Extraction

PAKDD 2021

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 13, 2021

Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow

ACM Conference on Human Factors in Computing Systems (CHI)

Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Leo Zhicheng Liu
  • Document Intelligence
  • Human Computer Interaction

Published May 12, 2021

Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational Agent

ACM Conference on Human Factors in Computing Systems (CHI)

Deepali Aneja, Rens Hoegen, Daniel McDuff, Mary Czerwinski
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Human Computer Interaction

Published May 10, 2021

DistanciAR: Authoring Site-Specific Augmented Reality Experiences for Remote Environments

CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Zeyu Wang, Cuong Nguyen, Paul Asente, Julie Dorsey
  • AR, VR & 360 Photography

Published May 8, 2021

Beyond Show of Hands: Engaging Viewers via Expressive and Scalable Visual Communication in Live Streaming

CHI 2021

John Joon Young Chung, Hijung Valentina Shin, Haijun Xia, Li-Yi Wei, Rubaiat Habib
  • Human Computer Interaction

Published May 8, 2021

Constructing Embodied Algebra by Sketching

CHI 2021

Nazmus Saquib, Rubaiat Habib, Li-Yi Wei, Gloria Mark, Deb Roy, Li-Yi Wei
  • Human Computer Interaction

Published May 8, 2021

Mitigating the Effects of Reading Interruptions by Providing Reviews and Previews

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

Namrata Srivastava, Rajiv Jain, Jennifer Healey, Zoya Bylinskii, Tilman Dingler
  • Document Intelligence
  • Human Computer Interaction
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published May 4, 2021

STALP: Style Transfer With Auxiliary Limited Pairing

Computer Graphics Forum 40(2), 2020 (Eurographics'21)

David Futschik, Michal Kucera, Michal Lukáč, Zhaowen Wang, Eli Shechtman, Daniel Sykora
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published May 3, 2021

A Survey of Control Mechanisms for Creative Pattern Generation

Computer Graphics Forum (Proc. Eurographics 2021 — STARs)

Lena Gieseke, Paul Asente, Radomír Měch, Bedrich Benes, Martin Fuchs
  • Graphics (2D & 3D)

Published April 20, 2021

User Factor Adaptation for User Embedding via Multitask Learning

EACL 2021 Workshop on Domain Adaptation for NLP

Xiaolei Huang, Michael J. Paul, Franck Dernoncourt, Robin Burke, Mark Dredze
  • AI & Machine Learning
  • Data Intelligence
  • Natural Language Processing

Published April 20, 2021

MadDog: A Web-based System for Acronym Identification and Disambiguation

EACL 2021 System Demonstrations

Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen
Best Paper Award
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published April 19, 2021

DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting

EACL 2021

Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan
  • AI & Machine Learning
  • Natural Language Processing

Published April 19, 2021

EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction

EACL 2021

Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya
  • AI & Machine Learning
  • Natural Language Processing
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