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Published June 8, 2020
Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts
The 14th International Conference on Web and Social Media (ICWSM)
Kokil Jaidka, Niyati Chhaya, Saran Mumick, Matthew Killingsworth, Alon Halevy, Lyle Ungar
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published May 14, 2020
Exploiting the Matching Information in the Support Set for Few Shot Event Classification
PAKDD 2020
Viet Lai, Franck Dernoncourt, Thien Nguyen
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
LREC 2020
Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
LREC 2020
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
TutorialVQA: Question Answering Dataset for Tutorial Videos
LREC 2020
Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Zhe Wang, Doo Soon Kim
§ AI & Machine Learning
§ Computer Vision, Imaging & Video
§ Content Intelligence
§ Natural Language Processing
Published May 12, 2020
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks
LREC 2020
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published April 25, 2020
TurkEyes: A Web-Based Toolbox for Crowdsourcing Attention Data
ACM CHI Conference on Human Factors in Computing Systems
Anelise Newman, Barry McNamara, Camilo Fosco, Yun Bin Zhang, Pat Sukhum, Matthew Tancik, Nam Wook Kim, Zoya Bylinskii
§ Human Computer Interaction
Published April 25, 2020
ICONATE: Automatic Compound Icon Generation and Ideation
ACM CHI Conference on Human Factors in Computing Systems
Nanxuan Zhao, Nam Wook Kim, Laura Mariah Herman, Hanspeter Pfister, Rynson W.H. Lau, Jose Echevarria, Zoya Bylinskii
§ Graphics (2D & 3D)
§ Human Computer Interaction
Published April 24, 2020
CHI 2020
Chen-Yuan Hsu, Li-Yi Wei, Lihua You, Jian Jun Zhang
§ Graphics (2D & 3D)
§ Human Computer Interaction
Published April 20, 2020
Modeling Causal Impact of Textual Style on a Targeted Goal
The Web Conference (WebConf) - Poster
Gaurav Verma, Balaji Vasan Srinivasan, Shiv Saini, Niyati Chhaya
§ Content Intelligence
§ Data Intelligence
§ Natural Language Processing
Published April 14, 2020
Using Image Captions and Multitask Learning for Recommending Query Reformulations
European Conference on Information Retrieval (ECIR)
Gaurav Verma, Vishwa Vinay, Sahil Bansal*, Shashank Oberoi*, Makkunda Sharma*, Prakhar Gupta
§ AI & Machine Learning
§ Natural Language Processing
Published April 14, 2020
Reinforced Rewards Framework for Text Style Transfer
European Conference on Information Retrieval (ECIR)
Abhilasha Sancheti, Kundan Krishna, Anandhavelu Natarajan, Balaji Vasan Srinivasan
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published April 14, 2020
Session-based Path Prediction by Combining Local and Global Content Preferences
European Conference on Information Retrieval (ECIR)
Kushal Chawla, Niyati Chhaya
§ AI & Machine Learning
§ Content Intelligence
Published March 17, 2020
Generating Need-Adapted Multimodal Fragments
ACM Conference on Intelligent User Interfaces (ACM IUI)
Gaurav Verma, Suryateja BV, Samagra Sharma, Balaji Vasan Srinivasan
§ AI & Machine Learning
§ Content Intelligence
§ Human Computer Interaction
§ Natural Language Processing
Published March 17, 2020
Recommendation for Video Advertisements based on Personality Traits and Companion Content
ACM Conference on Intelligent User Interfaces (ACM IUI)
Sanorita Dey, Brittany R.L. Duff, Niyati Chhaya, Wai Fu, Vishy Swaminathan, Karrie Karahalios
§ Content Intelligence
Published March 2, 2020
LEAF-QA: Locate, Encode & Attend for Figure Question Answering
Winter Conference on Applications of Computer Vision
Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Prann Bansal, Ajay Shridhar Joshi, Pranav Maneriker
§ Computer Vision, Imaging & Video
§ Natural Language Processing
Published February 12, 2020
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
AAAI 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
§ AI & Machine Learning
§ Natural Language Processing
Published February 12, 2020
Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction
AAAI 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
§ AI & Machine Learning
§ Natural Language Processing
Published February 8, 2020
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator
AAAI 2020 Dialog System Technology Challenge (DSTC8)
Seunghyun David Yoon, Hwanhee Lee, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
§ AI & Machine Learning
§ Computer Vision, Imaging & Video
§ Natural Language Processing
Published February 7, 2020
Adapting Language Models for Non-Parallel Author-Stylized Rewriting
34th AAAI Conference on Artificial Intelligence
Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published June 8, 2020
Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts
The 14th International Conference on Web and Social Media (ICWSM)
Kokil Jaidka, Niyati Chhaya, Saran Mumick, Matthew Killingsworth, Alon Halevy, Lyle Ungar
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published May 14, 2020
Exploiting the Matching Information in the Support Set for Few Shot Event Classification
PAKDD 2020
Viet Lai, Franck Dernoncourt, Thien Nguyen
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
LREC 2020
Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
A Corpus for Detecting High-Context Clinical Indications in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients
LREC 2020
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
TutorialVQA: Question Answering Dataset for Tutorial Videos
LREC 2020
Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Zhe Wang, Doo Soon Kim
§ AI & Machine Learning
§ Computer Vision, Imaging & Video
§ Content Intelligence
§ Natural Language Processing
Published May 12, 2020
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks
LREC 2020
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published April 25, 2020
TurkEyes: A Web-Based Toolbox for Crowdsourcing Attention Data
ACM CHI Conference on Human Factors in Computing Systems
Anelise Newman, Barry McNamara, Camilo Fosco, Yun Bin Zhang, Pat Sukhum, Matthew Tancik, Nam Wook Kim, Zoya Bylinskii
§ Human Computer Interaction
Published April 25, 2020
ICONATE: Automatic Compound Icon Generation and Ideation
ACM CHI Conference on Human Factors in Computing Systems
Nanxuan Zhao, Nam Wook Kim, Laura Mariah Herman, Hanspeter Pfister, Rynson W.H. Lau, Jose Echevarria, Zoya Bylinskii
§ Graphics (2D & 3D)
§ Human Computer Interaction
Published April 24, 2020
Autocomplete Element Fields
CHI 2020
Chen-Yuan Hsu, Li-Yi Wei, Lihua You, Jian Jun Zhang
§ Graphics (2D & 3D)
§ Human Computer Interaction
Published April 20, 2020
Modeling Causal Impact of Textual Style on a Targeted Goal
The Web Conference (WebConf) - Poster
Gaurav Verma, Balaji Vasan Srinivasan, Shiv Saini, Niyati Chhaya
§ Content Intelligence
§ Data Intelligence
§ Natural Language Processing
Published April 14, 2020
Using Image Captions and Multitask Learning for Recommending Query Reformulations
European Conference on Information Retrieval (ECIR)
Gaurav Verma, Vishwa Vinay, Sahil Bansal*, Shashank Oberoi*, Makkunda Sharma*, Prakhar Gupta
§ AI & Machine Learning
§ Natural Language Processing
Published April 14, 2020
Reinforced Rewards Framework for Text Style Transfer
European Conference on Information Retrieval (ECIR)
Abhilasha Sancheti, Kundan Krishna, Anandhavelu Natarajan, Balaji Vasan Srinivasan
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published April 14, 2020
Session-based Path Prediction by Combining Local and Global Content Preferences
European Conference on Information Retrieval (ECIR)
Kushal Chawla, Niyati Chhaya
§ AI & Machine Learning
§ Content Intelligence
Published March 17, 2020
Generating Need-Adapted Multimodal Fragments
ACM Conference on Intelligent User Interfaces (ACM IUI)
Gaurav Verma, Suryateja BV, Samagra Sharma, Balaji Vasan Srinivasan
§ AI & Machine Learning
§ Content Intelligence
§ Human Computer Interaction
§ Natural Language Processing
Published March 17, 2020
Recommendation for Video Advertisements based on Personality Traits and Companion Content
ACM Conference on Intelligent User Interfaces (ACM IUI)
Sanorita Dey, Brittany R.L. Duff, Niyati Chhaya, Wai Fu, Vishy Swaminathan, Karrie Karahalios
§ Content Intelligence
Published March 2, 2020
LEAF-QA: Locate, Encode & Attend for Figure Question Answering
Winter Conference on Applications of Computer Vision
Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Prann Bansal, Ajay Shridhar Joshi, Pranav Maneriker
§ Computer Vision, Imaging & Video
§ Natural Language Processing
Published February 12, 2020
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
AAAI 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
§ AI & Machine Learning
§ Natural Language Processing
Published February 12, 2020
Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction
AAAI 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
§ AI & Machine Learning
§ Natural Language Processing
Published February 8, 2020
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator
AAAI 2020 Dialog System Technology Challenge (DSTC8)
Seunghyun David Yoon, Hwanhee Lee, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
§ AI & Machine Learning
§ Computer Vision, Imaging & Video
§ Natural Language Processing
Published February 7, 2020
Adapting Language Models for Non-Parallel Author-Stylized Rewriting
34th AAAI Conference on Artificial Intelligence
Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Artificial Intelligence & Machine Learning
AR, VR & 360 Photography
Audio
Computer Vision, Imaging & Video
Content Intelligence
Data Intelligence
Document Intelligence
Graphics (2D & 3D)
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing
Systems & Languages
career
Research is always hiring student interns, research scientists, and research engineers in the United States. We are also seeking candidates for full time positions in Bangalore, India and for our Research Programs division in San Jose.
§ For PhD and masters students applying for a student internship, please send an email to 1500467240@qq.com with your CV, a list of your research interests, and names of specific researchers or engineers you would like to work with. See our Internships Program for more details.
§ To apply for a full-time position, please send your CV, research statement (or cover letter), list of publications and a short list of references, to 1500467240@qq.com. For more details on these positions, please see the Join Research page.
§ For more details on other full time positions please see the Join Research page.
§ Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on race, religion, color, national origin, sex, sexual orientation, age, veteran status, disability status, or any other applicable characteristics protected by law. Learn more ›
Within the United States, Adobe Research hires in several locations: San Jose; San Francisco; Seattle; Cambridge, Massachusetts; College Park, Maryland. We also hire in and London and in Bangalore, India.
The San Jose lab is located in Adobe’s corporate headquarters in downtown San Jose, in the heart of Silicon Valley, within walking distance to cultural attractions and dining. San Jose has a mild climate, ideal for enjoying outdoor activities, such as running, cycling and sailing. San Jose is one hour from Santa Cruz and San Francisco.
The San Francisco lab is located in the South of Market district, near the AT&T Ballpark and the waterfront, and a short walking distance from the CalTrain station. San Francisco is known worldwide as a top destination for visitors, who enjoy the city’s beautiful neighborhoods, world-class entertainment, shopping and dining.
The Seattle lab is located in the chic Fremont area, directly on the water (you can kayak to work!). Summer in Seattle is sunny and beautiful, and our building is surrounded by a vibrant urban environment, including parks, restaurants, and cafés, with many a “happy hour” and outdoor terrace to choose from.
The Cambridge, Massachusetts lab is located in the Cambridge Innovation Center on Kendall Square, just steps away from the Kendall/MIT MBTA Red Line station and MIT’s computer science department, with expansive views of Cambridge and Boston across the Charles River.
The other US lab is located in College Park, Maryland, home to the University of Maryland’s main campus. This location is also very close to Washington, DC.
Research has also established a lab in London in Adobe’s Shoreditch office, located on the “Silicon Roundabout” in London’s Tech City, a hive of innovation and the third-largest technology cluster in the world after the San Francisco Bay Area and New York City.
The India lab is located on the Bangalore campus of Adobe India. Known as the “Silicon Valley of India,” Bangalore boasts the highest concentration of IT companies in the country. It has a pleasant climate throughout the year. It’s a great place for craft beer and quirky independent cafes. You will find plenty of parks, museums, temples, and shopping malls in the city, known officially as “Bengaluru.”
Publishe
Published June 8, 2020
Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts
The 14th International Conference on Web and Social Media (ICWSM)
Kokil Jaidka, Niyati Chhaya, Saran Mumick, Matthew Killingsworth, Alon Halevy, Lyle Ungar
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published May 14, 2020
Exploiting the Matching Information in the Support Set for Few Shot Event Classification
PAKDD 2020
Viet Lai, Franck Dernoncourt, Thien Nguyen
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
LREC 2020
Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
A Corpus for Detecting High-Context Clinical Indications in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients
LREC 2020
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published May 12, 2020
TutorialVQA: Question Answering Dataset for Tutorial Videos
LREC 2020
Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Zhe Wang, Doo Soon Kim
§ AI & Machine Learning
§ Computer Vision, Imaging & Video
§ Content Intelligence
§ Natural Language Processing
Published May 12, 2020
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks
LREC 2020
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
§ AI & Machine Learning
§ Document Intelligence
§ Natural Language Processing
Published April 25, 2020
TurkEyes: A Web-Based Toolbox for Crowdsourcing Attention Data
ACM CHI Conference on Human Factors in Computing Systems
Anelise Newman, Barry McNamara, Camilo Fosco, Yun Bin Zhang, Pat Sukhum, Matthew Tancik, Nam Wook Kim, Zoya Bylinskii
§ Human Computer Interaction
Published April 25, 2020
ICONATE: Automatic Compound Icon Generation and Ideation
ACM CHI Conference on Human Factors in Computing Systems
Nanxuan Zhao, Nam Wook Kim, Laura Mariah Herman, Hanspeter Pfister, Rynson W.H. Lau, Jose Echevarria, Zoya Bylinskii
§ Graphics (2D & 3D)
§ Human Computer Interaction
Published April 24, 2020
Autocomplete Element Fields
CHI 2020
Chen-Yuan Hsu, Li-Yi Wei, Lihua You, Jian Jun Zhang
§ Graphics (2D & 3D)
§ Human Computer Interaction
Published April 20, 2020
Modeling Causal Impact of Textual Style on a Targeted Goal
The Web Conference (WebConf) - Poster
Gaurav Verma, Balaji Vasan Srinivasan, Shiv Saini, Niyati Chhaya
§ Content Intelligence
§ Data Intelligence
§ Natural Language Processing
Published April 14, 2020
Using Image Captions and Multitask Learning for Recommending Query Reformulations
European Conference on Information Retrieval (ECIR)
Gaurav Verma, Vishwa Vinay, Sahil Bansal*, Shashank Oberoi*, Makkunda Sharma*, Prakhar Gupta
§ AI & Machine Learning
§ Natural Language Processing
Published April 14, 2020
Reinforced Rewards Framework for Text Style Transfer
European Conference on Information Retrieval (ECIR)
Abhilasha Sancheti, Kundan Krishna, Anandhavelu Natarajan, Balaji Vasan Srinivasan
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
Published April 14, 2020
Session-based Path Prediction by Combining Local and Global Content Preferences
European Conference on Information Retrieval (ECIR)
Kushal Chawla, Niyati Chhaya
§ AI & Machine Learning
§ Content Intelligence
Published March 17, 2020
Generating Need-Adapted Multimodal Fragments
ACM Conference on Intelligent User Interfaces (ACM IUI)
Gaurav Verma, Suryateja BV, Samagra Sharma, Balaji Vasan Srinivasan
§ AI & Machine Learning
§ Content Intelligence
§ Human Computer Interaction
§ Natural Language Processing
Published March 17, 2020
Recommendation for Video Advertisements based on Personality Traits and Companion Content
ACM Conference on Intelligent User Interfaces (ACM IUI)
Sanorita Dey, Brittany R.L. Duff, Niyati Chhaya, Wai Fu, Vishy Swaminathan, Karrie Karahalios
§ Content Intelligence
Published March 2, 2020
LEAF-QA: Locate, Encode & Attend for Figure Question Answering
Winter Conference on Applications of Computer Vision
Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Prann Bansal, Ajay Shridhar Joshi, Pranav Maneriker
§ Computer Vision, Imaging & Video
§ Natural Language Processing
Published February 12, 2020
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
AAAI 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen
§ AI & Machine Learning
§ Natural Language Processing
Published February 12, 2020
Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction
AAAI 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
§ AI & Machine Learning
§ Natural Language Processing
Published February 8, 2020
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator
AAAI 2020 Dialog System Technology Challenge (DSTC8)
Seunghyun David Yoon, Hwanhee Lee, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
§ AI & Machine Learning
§ Computer Vision, Imaging & Video
§ Natural Language Processing
Published February 7, 2020
Adapting Language Models for Non-Parallel Author-Stylized Rewriting
34th AAAI Conference on Artificial Intelligence
Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma
§ AI & Machine Learning
§ Content Intelligence
§ Natural Language Processing
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