Adobe Research » Publications

Publication date: November 10, 2021

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts

New Frontiers in Summarization EMNLP Workshop 2021

Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 10, 2021

Innovating Multi-user Volumetric Video Streaming through Cross-layer Design

The ACM Workshop on Hot Topics in Networks (HotNets)

Ding Zhang, Bo Han, Parth Pathak, Haoliang Wang

AR, VR & 360 Photography
Systems & Languages

Publication date: November 9, 2021

Learning Prototype Representations Across Few-Shot Tasks for Event Detection

EMNLP 2021

Viet Lai, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 9, 2021

QACE: Asking Questions to Evaluate an Image Caption

EMNLP 2021 Findings

Hwanhee Lee, Thomas Scialom, David Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Natural Language Processing

Publication date: November 9, 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

EMNLP 2021

Jianguo Zhang, Trung Bui, David Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: November 9, 2021

StreamHover: Livestream Transcript Summarization and Annotation

Empirical Methods in Natural Language Processing (EMNLP)

Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: November 9, 2021

IGA: An Intent-Guided Authoring Assistant

EMNLP 2021

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

AI & Machine Learning
Document Intelligence
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: November 8, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation

International Society for Music Information Retrieval Conference (ISMIR)

Justin Salamon, Oriol Nieto, Nicholas J. Bryan

AI & Machine Learning
Audio

Publication date: November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg

Audio

Publication date: November 8, 2021

Emotion Embedding Spaces for Matching Music to Stories

International Society for Music Information Retrieval Conference (ISMIR)

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham Mysore, Xavier Serra

Best Student Paper Award

AI & Machine Learning
Audio

Publication date: November 7, 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Empirical Methods in Natural Language Processing (EMNLP)

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain

Content Intelligence
Natural Language Processing

Publication date: November 7, 2021

Exploring Conditional Text Generation for Aspect-based Sentiment Analysis

PACLIC 2021

Siva Uday Sampreeth Chebolu‬, Franck Dernoncourt, Nedim Lipka, Thamar Solorio

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: November 7, 2021

AUTOSUMM: Automatic Model Creation for Text Summarization

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra, Sagnik Mukherjee, Raj Snehal, Niyati Chhaya, Aparna Garimella

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: November 2, 2021

Real Image Inversion via Segments

arxiv

David Futschik, Michal Lukáč, Eli Shechtman, Daniel Sykora

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: November 1, 2021

Generating Compositional Color Representations from Text

Proceedings of the 30th ACM International Conference on Information & Knowledge Management 2021

Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, Vishwa Vinay

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: November 1, 2021

BOhance: Bayesian Optimization for Content Enhancement

IEEE International Symposium on Multimedia (ISM)

Trisha Mittal, Vishy Swaminathan, Somdeb Sarkhel, Ritwik Sinha, David Arbour, Saayan Mitra, Dinesh Manocha

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: November 1, 2021

Mind the Gap: Broken Promises of CPU Reservations in Containerized Multi-tenant Clouds

The ACM Symposium on Cloud Computing (SoCC)

Li Liu, Haoliang Wang, An Wang, Mengbai Xiao, Yue Cheng, Songqing Chen

Systems & Languages

Publication date: October 28, 2021

ReAct: A Review Comment Dataset for Actionability (and more)

International Conference on Web Information Systems Engineering (WISE 2021)

Gautam Choudhary, Natwar Modani, Nitish Maurya

Document Intelligence
Natural Language Processing

Publication date: October 26, 2021

Efficient Image Vectorisation Using Mesh Colours

STAG 2021

Gerben Hettinga, Jose Echevarria, Jiri Kosinka

Best paper award

Graphics (2D & 3D)

Publication date: October 26, 2021

An Evaluation-Focused Framework for Visualization Recommendation Algorithms

IEEE VIS 2021

Zehua Zeng, Phoebe Moh, Fan Du, Jane Hoffswell, Tak Yeon Lee, Sana Malik, Eunyee Koh, Leilani Battle

Best Paper Honorable Mention

Human Computer Interaction

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