Publications

Published November 8, 2019

A Markov Network Model for Natural Language Semantic Matching

ICDM 2019 Autonomous Machine Learning Workshop

Lidan Wang, Trung Bui, Franck Dernoncourt, Natwar Modani
  • AI & Machine Learning
  • Natural Language Processing

Published November 7, 2019

A Compare-Aggregate Model with Latent Clustering for Answer Selection

CIKM 2019

Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • AI & Machine Learning
  • Natural Language Processing

Published November 7, 2019

Let’s Ask Again: Refine Network for Automatic Question Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Preksha Nema, Akash M Kumar, Mitesh Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published November 7, 2019

Bayesian Optimization for Selecting Efficient Machine Learning Models

CIKM 2019 MoST-Rec Workshop

Lidan Wang, Franck Dernoncourt, Trung Bui
  • AI & Machine Learning
  • Natural Language Processing

Published November 7, 2019

Multi-label Categorization of Accounts of Sexism using a Neural Framework

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Pulkit Parikh, Harika Abburi, Pinkesh Badjatiya, Radhika Krishnan, Niyati Chhaya, Manish Gupta, Vasudeva Varma
  • AI & Machine Learning
  • Natural Language Processing

Published November 7, 2019

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander Gelbukh
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published November 5, 2019

A Gated Self-attention Memory Network for Answer Selection

EMNLP 2019

Tuan Lai, Quan Tran, Trung Bui, Daisuke Kihara
  • AI & Machine Learning
  • Natural Language Processing

Published November 4, 2019

Generating Formality-tuned Summaries Using Token-based Rewards

SIGNLL Conference on Computational Natural Language Learning (CONLL)

Kushal Chawla, Balaji Vasan Srinivasan, Niyati Chhaya
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published November 4, 2019

Analyzing Sentence Fusion in Abstractive Summarization

EMNLP 2019 Summarization Workshop

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

Published November 3, 2019

Graph Convolutional Networks with Motif-based Attention

CIKM, 2019

John Boaz Lee, Ryan Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
  • AI & Machine Learning

Published November 3, 2019

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning

EMNLP 2019 LOUHI: The Tenth International Workshop on Health Text Mining and Information Analysis

Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Natural Language Processing

Published November 1, 2019

Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin

INLG 2019

Nabah Rizvi, Sebastian Gehrmann, Lidan Wang, Franck Dernoncourt
  • AI & Machine Learning
  • Natural Language Processing

Published November 1, 2019

Scaling Object Detection by Transferring Classification Weights

ICCV (oral, acceptance rate ~5.0%)

Jason Kuen, Federico Perazzi, Zhe Lin, Jianming Zhang, Yap-Peng Tan
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 31, 2019

Detecting Photoshopped Images by Scripting Photoshop

International Conference on Computer Vision (ICCV'19)

Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 29, 2019

Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

International Conference on Computer Vision (ICCV'19)

Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Alexei A. Efros, Philip H.S. Torr, Oliver Wang, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Human Computer Interaction

Published October 29, 2019

Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement

International Conference on Computer Vision (ICCV'19)

Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir Kim, Ravi Ramamoorthi
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published October 29, 2019

UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images

International Conference on Computer Vision (ICCV'19)

Wenqi Xian, Zhengqi Li, Matt Fisher, Jonathan Eisenmann, Eli Shechtman, Noah Snavely
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 29, 2019

Layout-induced Video Representation for Recognizing Agent-in-Place Actions

International Conference on Computer Vision (ICCV)

Ruichi Yu, Hongcheng Wang, Ang Li, Jingxiao Zheng, Vlad Morariu, Larry S. Davis
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 28, 2019

Video Instance Segmentation

ICCV 2019

Linjie Yang, Yuchen Fan, Ning Xu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 28, 2019

Controllable Artistic Text Style Transfer via Shape-Matching GAN

ICCV 2019

Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
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