December 11, 2023 ISM 2023 GPU-accelerated Lossless Image Compression with Massive Parallelization Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu AI & Machine Learning Computer Vision, Imaging & Video
December 11, 2023 ISM 2023 Active Context Modeling for Efficient Image and Burst Compression Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan AI & Machine Learning Computer Vision, Imaging & Video
December 10, 2023 NeurIPS InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu, Tong Yu, Rui Wang, Zhao Song, Ruiyi Zhang, Handong Zhao, Chaochao Lu, Shuai Li, Ricardo Henao AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing
December 10, 2023 EMNLP 2023 Demonstrations Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Lai, Chien Nguyen, Nghia Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen AI & Machine Learning Natural Language Processing
December 10, 2023 Findings of EMNLP 2023 ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen AI & Machine Learning Document Intelligence Natural Language Processing
December 10, 2023 EMNLP 2023 Findings Perturbation Robust Metric for Multi-Lingual Image Captioning Yongil Kim, Yerin Hwang, Hyeongu Yun, David Seunghyun Yoon, Trung Bui, Kyomin Jung AI & Machine Learning Computer Vision, Imaging & Video Natural Language Processing
December 10, 2023 EMNLP Findings 2023 Transitioning Representations between Languages for Cross-lingual Event Detection Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen AI & Machine Learning Document Intelligence Natural Language Processing
December 6, 2023 Foundations of Software Engineering (ESEC/FSE) Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer Shubham Agarwal, Sarthak Chakraborty, Shaddy Garg, Sumit Bisht, Chahat Jain, Ashritha Gonuguntla, Shiv Saini AI & Machine Learning Data Intelligence Systems & Languages
December 6, 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair, *, Shwetha Somasundaram, *, Apoorv Saxena, Koustava Goswami AI & Machine Learning Document Intelligence Natural Language Processing
December 4, 2023 arXiv VaQuitA: Enhancing alignment in llm-assisted video understanding Yizhou Wang, Ruiyi Zhang, Haoliang Wang, Uttaran Bhattacharya, Yun Fu, Gang Wu AI & Machine Learning Computer Vision, Imaging & Video Intelligent Agents & Assistants