Publications

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

Published December 13, 2020

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering

COLING 2020

Quan Hung Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published December 7, 2020

A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion

AACL-IJCNLP 2020

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 6, 2020

Towards Safe Policy Improvement for Non-Stationary MDPs

Neural Information Processing Systems (NeurIPS 2020)

Yash Chandak, Scott Jordan, Georgios Theocharous, Martha White, Philip S. Thomas
Spotlight
  • AI & Machine Learning

Published December 4, 2020

A Benchmark and Baseline for Language-Driven Image Editing

ACCV 2020

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

Published December 1, 2020

Vax-a-Net: Training-time Defence Against Adversarial Patch Attacks

Asian Conference on Computer Vision (ACCV)

Tommy Gittings, Steve Schneider, John Collomosse
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 1, 2020

DeepVoxels++: Enhancing the Fidelity of Novel View Synthesis from 3D Voxel Embeddings

Asian Conference on Computer Vision (ACCV)

Tong He, John Collomosse, Hailin Jin, Stefano Soatto
  • AI & Machine Learning
  • AR, VR & 360 Photography
  • Graphics (2D & 3D)

Published November 30, 2020

MakeItTalk: Speaker-Aware Talking Head Animation

SIGGRAPH Asia 2020

Yang Zhou, Dingzeyu Li, Eli Shechtman, Jose Echevarria, Xintong Han, Evangelos Kalogerakis
  • AI & Machine Learning
  • Audio
  • Graphics (2D & 3D)

Published November 20, 2020

ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT

EMNLP 2020 Eval4NLP

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

Published November 18, 2020

Continuous Curve Textures

SIGGRAPH Asia 2020

Peihan Tu, Li-Yi Wei, Koji Yatani, Takeo Igarashi, Matthias Zwicker
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published November 18, 2020

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning

EMNLP 2020

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

Published November 18, 2020

Learning to Fuse Sentences with Transformers for Summarization

EMNLP 2020

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 18, 2020

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation

EMNLP 2020

Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 18, 2020

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation

EMNLP Findings 2020

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

Published November 18, 2020

Scene Graph Modification Based on Natural Language Commands

EMNLP Findings 2020

Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 18, 2020

Using Visual Feature Space as a Pivot Across Languages

EMNLP Findings 2020

Ziyan Yang, Leticia Pinto Alva, Franck Dernoncourt, Vicente Ordonez
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published November 18, 2020

Rethinking Self-Attention: Towards Interpretability in Neural Parsing

EMNLP Findings 2020

Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 18, 2020

STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering

EMNLP 2020

Hrituraj Singh, Sumit Shekhar
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Natural Language Processing
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