Latest Articles for Technology Trends

Computation and Language Enhancing Conversational Question Answering: A Clearer Path Ahead

Discover how new methods improve question answering systems for better user experience.

Rishiraj Saha Roy, Joel Schlotthauer, Chris Hinze

2025-03-13T04:05:15+00:00 ― 6 min read

Machine Learning The Rise of Time Series Foundation Models

Examining the impact of training data quality on time series models.

Songkang Wen, Vasilii Feofanov, Jianfeng Zhang

2025-03-12T23:12:07+00:00 ― 6 min read

Cryptography and Security Strengthening Cyber Defense with NIDS and MITRE ATT&CK

Learn how NIDS and advanced models boost cybersecurity efforts.

Nir Daniel, Florian Klaus Kaiser, Shay Giladi

2025-03-09T01:22:48+00:00 ― 6 min read

Computation and Language Enhancing User Engagement with AI Question Suggestions

Learn how AI can provide better question suggestions for users.

Xiaobin Shen, Daniel Lee, Sumit Ranjan

2025-03-08T15:45:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition Deep Metric Learning: A Game Changer in Image Retrieval

Learn how deep metric learning improves image recognition and retrieval systems.

Yash Patel, Giorgos Tolias, Jiri Matas

2025-03-04T09:49:57+00:00 ― 6 min read

Cryptography and Security Hunting Software Vulnerabilities with AI

Using large language models to detect software weaknesses.

Ira Ceka, Feitong Qiao, Anik Dey

2025-03-03T07:21:00+00:00 ― 8 min read

Software Engineering Speeding Up Code Retrieval with Deep Hashing

Discover how segmented deep hashing transforms code retrieval for developers.

Wenchao Gu, Ensheng Shi, Yanlin Wang

2025-03-01T13:37:12+00:00 ― 7 min read

Computation and Language Improving Large Language Models: A New Framework

A fresh approach to enhance instruction-following in language models.

Jiale Cheng, Xiao Liu, Cunxiang Wang

2025-02-28T18:21:36+00:00 ― 6 min read

Information Retrieval The Future of Relevance Assessment: Ensemble Methods

Learn how ensemble methods improve relevance assessments in information retrieval systems.

Hossein A. Rahmani, Emine Yilmaz, Nick Craswell

2025-02-25T23:45:09+00:00 ― 6 min read

Computation and Language OmniEval: Advancing RAG Performance in Finance

New benchmark OmniEval enhances evaluation of RAG systems in finance.

Shuting Wang, Jiejun Tan, Zhicheng Dou

2025-02-24T18:03:36+00:00 ― 7 min read

Machine Learning Decentralized Learning: Privacy Challenges Ahead

Discover the risks of Membership Inference Attacks in decentralized learning.

Ousmane Touat, Jezekael Brunon, Yacine Belal

2025-02-23T17:10:57+00:00 ― 5 min read

Information Retrieval Revolutionizing Short Text Classification

A new approach improves understanding of brief messages in various settings.

Gregor Donabauer, Udo Kruschwitz

2025-02-23T03:32:24+00:00 ― 6 min read

Computation and Language Large Language Models: A New Wave in AI Embeddings

LLMs are reshaping how we create and use embeddings for AI tasks.

Chongyang Tao, Tao Shen, Shen Gao

2025-02-22T05:52:21+00:00 ― 5 min read

Machine Learning Speeding Up Deep Learning with SCG

Discover how the SCG method optimizes deep learning efficiently.

Naoki Sato, Koshiro Izumi, Hideaki Iiduka

2025-02-21T06:10:04+00:00 ― 6 min read

Computation and Language Mamba Models: A New Approach to Text Reranking

Discover how Mamba models are changing the landscape of document retrieval.

Zhichao Xu, Jinghua Yan, Ashim Gupta

2025-02-20T06:31:30+00:00 ― 7 min read

Artificial Intelligence Crafting o1: The Future of AI

Learn how to create o1, an advanced AI model that thinks like a human.

Zhiyuan Zeng, Qinyuan Cheng, Zhangyue Yin

2025-02-19T08:51:27+00:00 ― 6 min read

Software Engineering Enhancing Code Quality with PEFT Techniques

Learn how Parameter-Efficient Fine-Tuning improves code smell detection with LLMs.

Beiqi Zhang, Peng Liang, Xin Zhou

2025-02-17T14:19:30+00:00 ― 7 min read

Software Engineering The Push for Leaner Language Models

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Giordano d'Aloisio, Luca Traini, Federica Sarro

2025-02-17T03:53:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition New Defense Strategy Shields Language Models

Researchers develop a method to protect LLMs from harmful manipulations.

Minkyoung Kim, Yunha Kim, Hyeram Seo

2025-02-16T19:52:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Next Patch Prediction: A New Way to Make AI Art

Learn how NPP improves AI image generation efficiency and quality.

Yatian Pang, Peng Jin, Shuo Yang

2025-02-14T02:51:54+00:00 ― 5 min read

Performance Speeding Up Data Access with Multi-Striding

Learn how multi-striding optimizes memory access for faster computing.

Miguel O. Blom, Kristian F. D. Rietveld, Rob V. van Nieuwpoort

2025-02-08T19:16:03+00:00 ― 6 min read

Machine Learning Shrinking Giants: Efficiency in Language Models

Researchers refine large language models for better efficiency and task focus.

Jorge García-Carrasco, Alejandro Maté, Juan Trujillo

2025-02-07T20:47:51+00:00 ― 7 min read

Software Engineering Integrating Privacy in Software Development

Learn how 'Privacy as Code' transforms software development for better security.

Nicolás E. Díaz Ferreyra, Sirine Khelifi, Nalin Arachchilage

2025-02-05T10:12:54+00:00 ― 7 min read

Information Theory The Future of Wireless Communication: RIS and ASK

Exploring how RIS and ASK can transform wireless technology.

Sambit Mishra, Soumya P. Dash, George C. Alexandropoulos

2025-02-03T11:34:30+00:00 ― 5 min read

Cryptography and Security The Security Landscape of Large Language Models

Examining security risks and challenges of large language models in technology.

Herve Debar, Sven Dietrich, Pavel Laskov

2025-01-30T15:22:57+00:00 ― 7 min read

Machine Learning Choosing the Right Pre-trained Model for IoT

Find the perfect pre-trained model for your IoT device's needs.

Parth V. Patil, Wenxin Jiang, Huiyun Peng

2025-01-26T03:50:51+00:00 ― 6 min read

Machine Learning The Future of Forgetting in AI

How machine unlearning helps protect personal data in AI systems.

Omar M. Safa, Mahmoud M. Abdelaziz, Mustafa Eltawy

2025-01-22T13:10:39+00:00 ― 7 min read

Machine Learning The Sneaky Side of Machine Learning

Discover the tricks behind adversarial attacks on AI models.

Mohamed Djilani, Salah Ghamizi, Maxime Cordy

2025-01-18T11:16:21+00:00 ― 6 min read