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Publication date: June 11, 2024

Bias and Fairness in Large Language Models: A Survey

Computational Linguistics 2024

Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed

AI & Machine Learning
Natural Language Processing

Publication date: June 9, 2024

R2D2: Reducing Redundancy and Duplication in Data Lakes

International Conference on Management of Data (SIGMOD)

Koyel Mukherjee, Raunak shah, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Bhosale, Subrata Mitra

Data Intelligence
Systems & Languages

Publication date: June 1, 2024

Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges

13th Joint Conference on Lexical and Computational Semantics (*SEM 2024)

Abhilasha Sancheti, Koustava Goswami, Balaji Vasan Srinivasan

Natural Language Processing

Publication date: May 30, 2024

Flow: Per-instance Personalized Federated Learning

Proceedings of the 37th International Conference on Neural Information Processing Systems (NeurIPS)

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: May 27, 2024

Interaction Techniques for Exploratory Data Visualization on Mobile Devices

EuroVis 2024 (short paper)

Luke S. Snyder, Ryan A. Rossi, Eunyee Koh, Jeffrey Heer, Jane Hoffswell

Human Computer Interaction

Publication date: May 25, 2024

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis

LREC-COLING 2024

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

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 25, 2024

DocScript: New Task, Dataset, and Models for Document-level Script Event Prediction

LREC-COLING 2024

Puneet Mathur, Vlad Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 25, 2024

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

LREC-COLING 2024

Hieu Man, Chien Nguyen, Nghia Ngo, Linh Ngo, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 25, 2024

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

LREC-COLING 2024

Thuat Nguyen, Chien Nguyen, Viet Lai, Hieu Man, Nghia Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 13, 2024

Epigraphics: Message-Driven Infographics Authoring

ACM Human Factors in Computing Systems (CHI 2024)

Tongyu Zhou, Jeff Huang, Gromit Yeuk-Yin Chan

Best Paper Honorable Mention Award

AI & Machine Learning
Human Computer Interaction
Natural Language Processing

Publication date: May 12, 2024

MoiréWidgets: High-Precision, Passive Tangible Interfaces via Moiré Effect

ACM CHI Conference on Human Factors in Computing Systems, CHI

Daniel Campos Zamora, Doga Dogan, Alexa Siu, Eunyee Koh, Chang Xiao

Human Computer Interaction

Publication date: May 11, 2024

iPose: Interactive Human Pose Reconstruction from Video

CHI 2024

Jingyuan Liu, Li-Yi Wei, Ariel Shamir, Takeo Igarashi

AI & Machine Learning
Computer Vision, Imaging & Video
Human Computer Interaction

Publication date: May 11, 2024

Elastica: Adaptive Live Augmented Presentations with Elastic Mappings Across Modalities

CHI 2024

Yining Cao, Rubaiat Habib, Li-Yi Wei, Deepali Aneja, Haijun Xia

AR, VR & 360 Photography
Human Computer Interaction

Publication date: May 11, 2024

DrawTalking: Towards Building Interactive Worlds by Sketching and Speaking

CHI 2024 late breaking work

Karl Toby Rosenberg, Rubaiat Habib, Li-Yi Wei, Haijun Xia, Ken Perlin

Graphics (2D & 3D)
Human Computer Interaction

Publication date: May 7, 2024

ScaleViz: Scaling Visualization Recommendation Models on Large Data

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Syam Manoj Kumar Paila

AI & Machine Learning
Data Intelligence
Intelligent Agents & Assistants

Publication date: May 7, 2024

Image Inpainting via Iteratively Decoupled Probabilistic Modeling

ICLR 2024

Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: April 30, 2024

A Survey on Cage-based Deformation of 3D Models

Computer Graphics Forum (Proc. EUROGRAPHICS 2024 STARs)

Daniel Ströter, Jean Thiery, Kai Hormann, Jiong Chen, Qingjun Chang, Sebastian Besler, Johannes Sebastian Mueller-Roemer, Tamy Boubekeur, Andre Stork, Dieter W. Fellner

Graphics (2D & 3D)

Publication date: April 22, 2024

GMorph: Accelerating Multi-DNN Inference via Model Fusion

EuroSys 2024

Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan

AI & Machine Learning
Systems & Languages

Publication date: April 16, 2024

Approximate Caching for Efficiently Serving Diffusion Models

USENIX Symposium on Networked Systems Design and Implementation (NSDI)

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Saini

AI & Machine Learning
Computer Vision, Imaging & Video
Systems & Languages

Publication date: April 15, 2024

Integrating Content Authenticity with DASH Video Streaming

MMSys 2024

Stefano Petrangeli, Haoliang Wang, Maurice Fisher, Dave Kozma, Massy Mahamli, Pia Blumenthal, Andy Parsons

Computer Vision, Imaging & Video

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