Publications

Publication date: August 24, 2023

Combining Heterogeneous Structures for Event Causality Identification

Interspeech 2023

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

Publication date: August 24, 2023

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning

Interspeech 2023

Viet Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: August 24, 2023

Efficient Spoken Language Recognition Via Multilabel Classification

Interspeech 2023

Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: July 14, 2023

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection

ACL 2023

Luis Fernando Guzman Nateras, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 14, 2023

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment

ACL 2023

Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao and Hailin Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 14, 2023

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training

ACL 2023

Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 14, 2023

MeetingBank: A Benchmark Dataset for Meeting Summarization

ACL 2023

Yebowen Hu, Tim Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, Fei Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 10, 2023

MeetingQA: Extractive Question-Answering on Meeting Transcripts

ACL 2023

Archiki Prasad, Trung Bui, David Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Mohit Bansal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: July 10, 2023

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

ACL 2023

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jaewoo Kang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 22, 2023

Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations

CVPR 2023

Ziyan Yang, Kushal Kafle, Franck Dernoncourt, Vicente Ordonez
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 21, 2023

EKILA: Synthetic Media Provenance and Attribution for Generative Art

CVPR Workshop on Media Forensics (CVPRW)

Kar Balan, Shruti Agarwal, Simon Jenni, Andy Parsons, Andrew Gilbert, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 20, 2023

SceneComposer: Any-Level Semantic Image Synthesis

Computer Vision and Pattern Recognition (CVPR)

Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John Collomosse, Jason Kuen, Vishal M. Patel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

RoSteALS: Robust Steganography using Autoencoder Latent Space

CVPR Workshop on Media Forensics (CVPRW)

Tu Bui, Shruti Agarwal, Ning Yu, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 18, 2023

ObjectStitch: Generative Object Compositing

CVPR 2023

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, Daniel Aliaga
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2023

Multi-Concept Customization of Text-to-Image Diffusion

CVPR 2023

Nupur Kumari, Bingliang Zhang, Richard Zhang, Eli Shechtman, Jun-Yan Zhu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 6, 2023

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation

Findings of EACL 2023

Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 4, 2023

Audio-Text Models Do Not Yet Leverage Natural Language

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 3, 2023

PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search

EACL 2023

Thang Minh Pham, David Seunghyun Yoon, Trung Bui, Anh Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: April 30, 2023

Web Table Formatting Affects Readability on Mobile Devices

Proceedings of the ACM Web Conference 2023

Chris Tensmeyer, Zoya Bylinskii, Tianyuan Cai, Dave Miller, Ani Nenkova, Aleena Gertrudes Niklaus, Shaun Wallace
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: April 19, 2023

Digital Reading Rulers: Evaluating Inclusively Designed Rulers for Readers With Dyslexia and Without

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Aleena Gertrudes Niklaus, Tianyuan Cai, Zoya Bylinskii, Shaun Wallace, Bylinskii
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction
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