Publications

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 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
  • AI & Machine Learning
  • Document Intelligence
  • 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

Published April 13, 2021

Non-Linear Video Consumption Using Multimodal Fragments

ACM Conference on Intelligent User Interfaces (ACM IUI)

Gaurav Verma, Tricky Nalamada, Keerti Harpavat, Pranav Goel, Aman Mishra, Balaji Vasan Srinivasan
  • Human Computer Interaction

Published February 9, 2021

Scheduling of Time-Varying Workloads using Reinforcement Learning

35th AAAI Conference on Artificial Intelligence (AAAI)

Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra
  • AI & Machine Learning
  • Systems & Languages

Published February 9, 2021

Interaction Matching for Long-Tail Multi-Label Classification

AAAI 2021 Workshop on Scientific Document Understanding

Sean Macavaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published February 9, 2021

Acronym Identification and Disambiguation shared tasks for Scientific Document Understanding

AAAI 2021 Workshop on Scientific Document Understanding

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published February 8, 2021

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides

AAAI 2021 Workshop on Content Authoring and Design (CAD21)

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published February 2, 2021

Scene Graph Embeddings Using Relative Similarity Supervision

35th AAAI Conference on Artificial Intelligence (AAAI 2021)

Paridhi Maheshwari, Ritwick Chaudhry, Vishwa Vinay
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published January 5, 2021

Revisiting Adaptive Convolutions for Video Frame Interpolation

IEEE Winter Conference on Applications of Computer Vision

Simon Niklaus, Long Mai, Oliver Wang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published January 5, 2021

Learned Dual-View Reflection Removal

IEEE Winter Conference on Applications of Computer Vision

Simon Niklaus, Xuaner Zhang, Jonathan T. Barron, Neal Wadhwa, Rahul Garg, Feng Liu, Tianfan Xue
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published January 5, 2021

Improved Techniques for Training Single-Image GANs

IEEE Winter Conference on Applications of Computer Vision (WACV)

Tobias Hinz, Matt Fisher, Oliver Wang, Stefan Wermter
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published January 5, 2021

Fine-grained Foreground Retrieval Via Teacher-Student Learning

Winter Conference on Applications of Computer Vision (WACV'21)

Zongze Wu, Dani Lischinski, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 16, 2020

Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation

IEEE Access

Yanghoon Kim, Seungpil Won, David Seunghyun Yoon, Kyomin Jung
  • AI & Machine Learning
  • Natural Language Processing

Published December 15, 2020

Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation

The 13th International Conference on Natural Language Generation (INLG 2020)

Emily Saldanha, Aparna Garimella, Svitlana Volkova
  • AI & Machine Learning
  • Natural Language Processing

Published December 13, 2020

SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus

SemEval 2020

Sasha Spala, Nicholas Miller, Franck Dernoncourt, Carl Dockhorn
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published December 13, 2020

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media

SemEval 2020

Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published December 13, 2020

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation

COLING 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing
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