Publications

Published June 8, 2020

Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts

The 14th International Conference on Web and Social Media (ICWSM)

Kokil Jaidka, Niyati Chhaya, Saran Mumick, Matthew Killingsworth, Alon Halevy, Lyle Ungar
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published May 14, 2020

Exploiting the Matching Information in the Support Set for Few Shot Event Classification

PAKDD 2020

Viet Lai, Franck Dernoncourt, Thien Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

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 April 25, 2020

TurkEyes: A Web-Based Toolbox for Crowdsourcing Attention Data

ACM CHI Conference on Human Factors in Computing Systems

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 CHI Conference on Human Factors in Computing Systems

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 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

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

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

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 March 17, 2020

Generating Need-Adapted Multimodal Fragments

ACM Conference on Intelligent User Interfaces (ACM IUI)

Gaurav Verma, Suryateja BV, Samagra Sharma, Balaji Vasan Srinivasan
  • AI & Machine Learning
  • Content Intelligence
  • Human Computer Interaction
  • Natural Language Processing

Published March 17, 2020

Recommendation for Video Advertisements based on Personality Traits and Companion Content

ACM Conference on Intelligent User Interfaces (ACM IUI)

Sanorita Dey, Brittany R.L. Duff, Niyati Chhaya, Wai Fu, Vishy Swaminathan, Karrie Karahalios
  • Content Intelligence

Published March 2, 2020

LEAF-QA: Locate, Encode & Attend for Figure Question Answering

Winter Conference on Applications of Computer Vision

Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Prann Bansal, Ajay Shridhar Joshi, Pranav Maneriker
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published February 12, 2020

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency

AAAI 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
  • AI & Machine Learning
  • Natural Language Processing

Published February 12, 2020

Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction

AAAI 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Natural Language Processing

Published February 8, 2020

DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator

AAAI 2020 Dialog System Technology Challenge (DSTC8)

Seunghyun David Yoon, Hwanhee Lee, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing
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