November 16, 2024 EMNLP 2024 Demo Track ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen AI & Machine Learning Document Intelligence Intelligent Agents & Assistants
November 12, 2024 The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024 Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan AI & Machine Learning Content Intelligence Document Intelligence
November 12, 2024 EMNLP Advancing Vision-Language Models with Adapter Ensemble Strategies Yue Bai, Handong Zhao, Zhe Lin, Ajinkya Kale, Jiuxiang Gu, Tong Yu, Sungchul Kim, Yun Fu AI & Machine Learning Computer Vision, Imaging & Video Natural Language Processing
November 11, 2024 2024 Conference on Empirical Methods in Natural Language Processing Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition Pritika Ramu, Koustava Goswami, Apoorv Saxena, Balaji Vasan Srinivasan Natural Language Processing
November 10, 2024 International Society for Music Information Retrieval Conference (ISMIR) Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning Ilaria Manco, Justin Salamon, Oriol Nieto AI & Machine Learning Audio Natural Language Processing
November 10, 2024 International Society of Music Information Retrieval (ISMIR) DITTO-2: Distilled Diffusion Inference Time T-Optimization for Music Generation Zachary Novack, Julian McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan AI & Machine Learning Audio
November 7, 2024 Arxiv CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra Intelligent Agents & Assistants Natural Language Processing
November 1, 2024 EMNLP 2024 Matsa: Multi-agent table structure attribution Puneet Mathur, Alexa Siu, Nedim Lipka, Tong Sun Document Intelligence Intelligent Agents & Assistants
October 30, 2024 Causality and Large Models, NeurIPS Workshop On LLM Augmented AB Experimentation Shiva Shankar, Ritwik Sinha, Madalina Fiterau AI & Machine Learning Content Intelligence Natural Language Processing
October 29, 2024 European Conference on Computer Vision (ECCV) Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni AI & Machine Learning Computer Vision, Imaging & Video