Publications

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

Published December 7, 2022

Few-Shot Cross-Lingual Learning for Event Detection

EMNLP 2022 Multilingual Representation Learning workshop

Luis Guzman Nateras, Viet Lai, Franck Dernoncourt, Thien Nguyen
Best paper runner-up
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 7, 2022

Agent-specific Deontic Modality Detection in Legal Language

Empirical Methods in Natural Language Processing (EMNLP)

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published December 6, 2022

Green Coordinates for Triquad Cages in 3D

SIGGRAPH Asia 2022

Jean Thiery, Tamy Boubekeur
  • Graphics (2D & 3D)

Published December 6, 2022

MIPNet: Neural Normal-to-Anisotropic-Roughness MIP Mapping

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2022)

Alban Gauthier, Robin Faury, Jérémy Levallois, Théo Thonat, Jean Thiery, Tamy Boubekeur
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published December 2, 2022

Improving cross-modal attention via object detection

NeurIPS 2022 Workshop on All Things Attention

Yongil Kim, Yerin Hwang, David Seunghyun Yoon, Hyeongu Yun, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 1, 2022

TileGen: Tileable, Controllable Material Generation and Capture

Siggraph Asia Proc.

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Kalantari
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published December 1, 2022

Readability Research: An Interdisciplinary Approach

Foundations and Trends in Human–Computer Interaction

Sofie Beier, Sam Berlow, Esat Boucaud, Zoya Bylinskii, Tianyuan Cai, Jenae Cohn, Kathy Crowley, Stephanie L. Day, Tilman Dingler, Jonathan Dobres, Jennifer Healey, Rajiv Jain, Marjorie Jordan, Bernard Kerr, Qisheng Li, Dave B. Miller, Susanne Nobles, Alexandra Papoutsaki, Jing Qian, Tina Rezvanian, Shelley Rodrigo, Ben D. Sawyer, Shannon M. Sheppard, Bram Stein, Rick Trietman, Jen Vanek, Shaun Wallace, Benjamin Wolfe
  • Document Intelligence
  • Human Computer Interaction
  • Natural Language Processing

Published November 21, 2022

Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022)

Aparna Garimella, Akhash Amarnath, Rada Mihalcea
  • Content Intelligence
  • Natural Language Processing

Published November 2, 2022

CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding

UIST 2022

Xingyu "Bruce" Liu, Ruolin Wang, Dingzeyu Li, Xiang "Anthony" Chen, Amy Pavel
Best Paper Award
  • AI & Machine Learning
  • Audio
  • Computer Vision, Imaging & Video
  • Human Computer Interaction

Published October 28, 2022

Project Primrose: Reflective Light-Diffuser Modules for Non-Emissive Flexible Display Systems

ACM Symposium on User Interface Software and Technology (UIST)

Christine Dierk, TJ Rhodes, Gavin Miller
  • Human Computer Interaction

Published October 27, 2022

BlobGAN: Spatially Disentangled Scene Representations

European Conference on Computer Vision (ECCV'22)

Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 27, 2022

Perceptual Artifacts Localization for Inpainting

European Conference on Computer Vision (ECCV'22)

Lingzhi Zhang, Yuqian Zhou, Connelly Barnes, Sohrab Amirghodsi, Zhe Lin, Eli Shechtman, Jianbo Shi
Oral
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 27, 2022

Any-resolution Training for High-resolution Image Synthesis

European Conference on Computer Vision (ECCV'22)

Lucy Chai, Michaël Gharbi, Eli Shechtman, Philip Isola, Richard Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 26, 2022

ARF: Artistic Radiance Fields

European Conference on Computer Vision (ECCV'22)

Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published October 26, 2022

Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation

European Conference on Computer Vision (ECCV'22)

Lingzhi Zhang, Connelly Barnes, Kevin Wampler, Sohrab Amirghodsi, Eli Shechtman, Zhe Lin, Jianbo Shi
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
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