Adobe Research » Publications

Publication date: December 11, 2022

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

Findings of EMNLP 2022

Viet Lai, Hieu Man, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: December 8, 2022

A Hybrid Rigid and Non-Rigid Motion Approximation for Generating Realistic Listening Behavior Videos

Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP)

Swasti Shreya Mishra, Kumar Shubham, Dinesh Babu Jayagopi

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: 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

Publication date: 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

Publication date: 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

Publication date: December 6, 2022

Green Coordinates for Triquad Cages in 3D

SIGGRAPH Asia 2022

Jean Thiery, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: 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)

Publication date: December 5, 2022

Contextualized Styling of Images for Web Interfaces using Reinforcement Learning

IEEE International Symposium on Multimedia (ISM)

Pooja Guhan, Saayan Mitra, Somdeb Sarkhel, Stefano Petrangeli, Ritwik Sinha, Vishy Swaminathan, Aniket Bera, Dinesh Manocha

AI & Machine Learning
Content Intelligence

Publication date: December 5, 2022

Towards Accurate Positioning in Multiuser Augmented Reality on Mobile Devices

IEEE International Symposium on Multimedia (ISM)

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

AR, VR & 360 Photography

Publication date: December 5, 2022

Task-Oriented Near-Lossless Burst Compression

IEEE International Symposium on Multimedia (ISM)

Weixin Jiang, Gang Wu, Vishy Swaminathan, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Nedim Lipka

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: 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

Publication date: December 1, 2022

TileGen: Tileable, Controllable Material Generation and Capture

Siggraph Asia 2022

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Kalantari

AI & Machine Learning
Graphics (2D & 3D)

Publication date: 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

Publication date: December 1, 2022

NeMF:Neural Motion Fields for Kinematic Animation

The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2022)

Chengan He, Jun Saito, James Zachary, Holly Rushmeier, Yi Zhou

Spotlight Paper

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 1, 2022

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad Morariu

Computer Vision, Imaging & Video
Document Intelligence

Publication date: November 30, 2022

Boolsurf: Boolean operations on surfaces

Siggraph Asia

Marzia Riso, Giacomo Nazzaro, Enrico Puppo, Alec Jacobson, Qingnan Zhou, Fabio Pellacini

Graphics (2D & 3D)

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