Publications

Published May 3, 2023

PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search

EACL 2023

Thang Minh Pham, David Seunghyun Yoon, Trung Bui, Anh Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published February 14, 2023

DocEdit: Language-guided Document Editing

AAAI 2023

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad Morariu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published January 6, 2023

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos

WACV 2023

Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Natural Language Processing

Published January 6, 2023

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

WACV 2023

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad Morariu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Natural Language Processing

Published January 4, 2023

Layout Representation Learning with Spatial and Structural Hierarchies

AAAI Conference on Artificial Intelligence (AAAI)

Yue Bai, Dipu Manandhar, Zhaowen Wang, John Collomosse, Yun Fu
  • AI & Machine Learning
  • Document Intelligence

Published January 4, 2023

Audio-Visual Contrastive Learning with Temporal Self-Supervision

AAAI Conference on Artificial Intelligence (AAAI)

Simon Jenni, Alexander Black, John Collomosse, John Collomosse
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published January 4, 2023

Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis

IEEE/CVF Winter Conf. on Applications of Computer Vision (WACV-W)

Trisha Mittal, Ritwik Sinha, Vishy Swaminathan, John Collomosse, Dinesh Manocha
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published January 3, 2023

GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding

WACV 2023

Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, Charless Fowlkes
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published January 3, 2023

Recipe2Video: Synthesizing Personalized Videos from Recipe Texts

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Prateksha Udhayanan, Suryateja BV, Parth Laturia, Dev Chauhan, Darshan Khandelwal, Stefano Petrangeli, Balaji Vasan Srinivasan
  • Computer Vision, Imaging & Video
  • Document Intelligence

Published January 3, 2023

Contrastive Learning of Semantic Concepts for Open-set Cross-domain Retrieval

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan, Biplab Banerjee
  • Computer Vision, Imaging & Video

Published January 3, 2023

SALAD: Source-free Active Label Agnostic Domain Adaptation

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Divya Kothandaraman, Sumit Shekhar, Abhilasha Sancheti, Manoj Ghuhan, Tripti Shukla, Dinesh Manocha
  • Computer Vision, Imaging & Video

Published December 20, 2022

User-Entity Differential Privacy in Learning Natural Language Models

2022 IEEE International Conference on Big Data

Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 20, 2022

PoseCoach: A Customizable Analysis and Visualization System for Video-based Running Coaching

TVCG

Jingyuan Liu, Nazmus Saquib, Zhutian Chen, Rubaiat Habib, Li-Yi Wei, Hongbo Fu, Chiew-Lan Tai
  • AR, VR & 360 Photography
  • Computer Vision, Imaging & Video
  • Human Computer Interaction

Published December 11, 2022

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations

EMNLP 2022

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method

Findings of EMNLP 2022

Viet Dac Lai, Hieu Man, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

MEE: A Novel Multilingual Event Extraction Dataset

EMNLP 2022

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

Published December 11, 2022

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents

Findings of EMNLP 2022

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Simple Questions Generate Named Entity Recognition Datasets

EMNLP 2022

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Factual Error Correction for Abstractive Summaries Using Entity Retrieval

EMNLP 2022 GEM Workshop

Hwanhee Lee, Cheoneum Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 7, 2022

Curriculum-guided Abstractive Summarization for Mental Health Online Posts

EMNLP 2022 LOUHI Workshop

Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing
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