Publications

Published August 6, 2021

Dynamic Path Reasoning for Measurement Relation Extraction

SemEval 2021

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

Published July 15, 2021

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection

SIGIR 2021

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

Published June 25, 2021

Learning by Planning: Language-Guided Global Image Editing

CVPR 2021

Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published June 19, 2021

Joint Learning of 3D Shape Retrieval and Deformation

CVPR

Mikaela Angelina Uy, Vladimir (Vova) Kim, Minhyuk Sung, Noam Aigerman, Siddhartha Chaudhuri, Leonidas Guibas
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 19, 2021

DECOR-GAN: 3D Shape Detailization by Conditional Refinement

CVPR (oral)

Zhiqin Chen, Vladimir (Vova) Kim, Matt Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 11, 2021

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization

NAACL BioNLP 2021

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilias Farcas, Ndapa Nakashole
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering

NAACL 2021

Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 11, 2021

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights

NAACL 2021

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 11, 2021

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution

NAACL 2021

Tuan Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models

NAACL 2021

Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Open-Domain Question Answering with Pre-Constructed Question Spaces

NAACL SRW 2021

Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

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 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 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

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

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
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