Latest Articles for LLMs

Computation and Language Fixing Legal Citations with Smart Technology

Innovative methods aim to enhance legal citation accuracy in Australia using advanced models.

Ehsan Shareghi, Jiuzhou Han, Paul Burgess

2025-03-27T23:35:42+00:00 ― 6 min read

Computation and Language Aligning Open LLMs with Human Evaluation

A new method improves LLM performance in personalized evaluations with limited data.

Javad Seraj, Mohammad Mahdi Mohajeri, Mohammad Javad Dousti

2025-03-24T14:32:33+00:00 ― 5 min read

Portfolio Management LLMs Take on Time Series: A New Approach to Financial Forecasting

Discover how large language models are reshaping financial predictions.

Sebastien Valeyre, Sofiane Aboura

2025-03-24T14:26:00+00:00 ― 7 min read

Software Engineering Automating Grammar Extraction in DSLs

A new tool simplifies understanding DSL grammar for developers.

Mohammad Jalili Torkamani

2025-03-22T07:10:12+00:00 ― 7 min read

Cryptography and Security Defeating Scams with AI: A New Hope

How language models can help identify and combat online scams.

Isha Chadalavada, Tianhui Huang, Jessica Staddon

2025-03-21T17:31:39+00:00 ― 6 min read

Computation and Language Can AI Learn to Plan Effectively?

Examining the capabilities of large language models in planning tasks.

Sukai Huang, Trevor Cohn, Nir Lipovetzky

2025-03-13T13:43:03+00:00 ― 6 min read

Multiagent Systems Can AI Agents Learn to Cooperate?

Research explores how language models can develop cooperative behaviors over time.

Aron Vallinder, Edward Hughes

2025-03-11T19:59:15+00:00 ― 5 min read

Artificial Intelligence Evaluating AI in Healthcare: The Role of Knowledge Graphs

Researchers assess LLMs using knowledge graphs to improve healthcare decision-making.

Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth

2025-03-09T02:59:06+00:00 ― 7 min read

Computation and Language Saving Endangered Languages with Technology

How Large Language Models can preserve fading languages like Moklen.

Piyapath T Spencer, Nanthipat Kongborrirak

2025-03-08T22:10:12+00:00 ― 7 min read

Machine Learning Large Language Models in Time Series Analysis

Discover how LLMs are shaping time series data insights.

Francis Tang, Ying Ding

2025-03-07T15:40:30+00:00 ― 6 min read

Computation and Language ChatTime: A New Era in Time Series Analysis

ChatTime merges time series and text data for better forecasting.

Chengsen Wang, Qi Qi, Jingyu Wang

2025-03-07T02:50:06+00:00 ― 7 min read

Artificial Intelligence Codenames: A Unique Test for AI

Using Codenames to challenge AI reasoning and strategic skills.

Matthew Stephenson, Matthew Sidji, Benoît Ronval

2025-03-07T02:01:57+00:00 ― 7 min read

Computation and Language NITRO: A Game Changer for LLMs on NPUs

NITRO bridges the gap for running LLMs on NPUs, enhancing performance and efficiency.

Anthony Fei, Mohamed S. Abdelfattah

2025-03-05T11:30:45+00:00 ― 8 min read

Computation and Language QUENCH: Rethinking Machine Reasoning Through Cultural Context

A new benchmark to test LLM reasoning across cultural backgrounds.

Mohammad Aflah Khan, Neemesh Yadav, Sarah Masud

2025-03-01T20:50:33+00:00 ― 7 min read

Artificial Intelligence The Future of Drone Delivery: DaaS Unleashed

Discover how Drone-as-a-Service changes delivery with smart technology.

Lillian Wassim, Kamal Mohamed, Ali Hamdi

2025-03-01T03:59:24+00:00 ― 7 min read

Computation and Language AI's Role in Mental Health Support

AI language models are transforming mental health care through innovative dialogues.

Vivek Kumar, Eirini Ntoutsi, Pushpraj Singh Rajawat

2025-02-24T14:51:00+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

Computation and Language Revolutionizing Medical Notes with PRMs

A new method improves accuracy in clinical documentation using Process-Supervised Reward Models.

Hanyin Wang, Qiping Xu, Bolun Liu

2025-02-22T04:16:03+00:00 ― 5 min read

Artificial Intelligence Transforming Clinical Trials with AI

Discover how AI and ontologies reshape clinical trial processing.

Berkan Çakır

2025-02-20T12:56:42+00:00 ― 8 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

Artificial Intelligence Understanding Theory of Mind in AI

How AI is learning to read human thoughts and emotions.

Eitan Wagner, Nitay Alon, Joseph M. Barnby

2025-02-16T11:02:24+00:00 ― 6 min read

Computation and Language Can AI Write Literature Reviews Effectively?

Exploring the role of AI in crafting academic literature reviews.

Xuemei Tang, Xufeng Duan, Zhenguang G. Cai

2025-02-16T08:37:57+00:00 ― 5 min read

Computation and Language Unpacking Metaphors: AI Analysis in Literature

This study examines how AI models identify metaphors in literary texts.

Joanne Boisson, Zara Siddique, Hsuvas Borkakoty

2025-02-14T08:28:57+00:00 ― 4 min read

Cryptography and Security Malware and Code Obfuscation: The New Battlefront

Exploring how obfuscation techniques are reshaping the malware landscape with LLMs.

Seyedreza Mohseni, Seyedali Mohammadi, Deepa Tilwani

2025-02-09T08:06:27+00:00 ― 7 min read

Human-Computer Interaction Finding Balance in Trusting AI Advice

Exploring the right level of trust in AI language models.

Jessica Y. Bo, Sophia Wan, Ashton Anderson

2025-02-06T22:19:39+00:00 ― 5 min read

Machine Learning OCR Technology and Low-Resource Languages

Exploring OCR's challenges and potential in recognizing low-resource languages.

Muhammad Abdullah Sohail, Salaar Masood, Hamza Iqbal

2025-02-05T10:01:12+00:00 ― 8 min read

Computation and Language Evaluating AI's Reasoning with ORQA Benchmark

A new benchmark challenges AI models in operations research reasoning.

Mahdi Mostajabdaveh, Timothy T. Yu, Samarendra Chandan Bindu Dash

2025-02-04T10:08:24+00:00 ― 6 min read

Artificial Intelligence Synthetic Data: A Game Changer for Organizations

Discover how synthetic tabular data safeguards privacy while enhancing data usage.

Mingming Zhang, Zhiqing Xiao, Guoshan Lu

2025-02-01T22:45:18+00:00 ― 7 min read

Robotics Boosting Efficiency with Advanced Robotic Automation

Learn how LMRPA transforms business operations through smart automation.

Osama Hosam Abdellaif, Abdelrahman Nader, Ali Hamdi

2025-02-01T17:08:15+00:00 ― 8 min read

Robotics Robots and Small Talk: The Next Frontier

Can robots engage in casual conversations as humans do?

Rebecca Ramnauth, Dražen Brščić, Brian Scassellati

2025-02-01T05:54:09+00:00 ― 8 min read

Artificial Intelligence Harnessing Multi-Source Question-Answer Systems for Better Information Retrieval

Discover how multi-source systems streamline information retrieval from various data types.

Antony Seabra de Medeiros, Luiz Afonso Glatzl Junior, Sergio Lifschitz

2025-01-31T17:03:45+00:00 ― 7 min read

Databases AI Feedback in Database Education: A Game Changer

AI tools provide tailored feedback to help students excel in database design.

Sara Riazi, Pedram Rooshenas

2025-01-31T13:51:09+00:00 ― 7 min read

Computation and Language New Framework Boosts Metaphor Detection in AI

A fresh approach strengthens how machines grasp metaphors in language.

Yujie Lin, Jingyao Liu, Yan Gao

2025-01-29T12:05:51+00:00 ― 8 min read

Software Engineering The Impact of Input Order on LLMs in Fault Localization

Discover how input order affects LLM performance in software bug detection.

Md Nakhla Rafi, Dong Jae Kim, Tse-Hsun Chen

2025-01-28T23:15:27+00:00 ― 7 min read

Networking and Internet Architecture TCP-LLM: A New Era in Network Optimization

TCP-LLM enhances data fairness and prevents starvation in network traffic.

Shyam Kumar Shrestha, Shiva Raj Pokhrel, Jonathan Kua

2025-01-26T16:41:15+00:00 ― 8 min read

Software Engineering Clearing the Confusion in Automated Testing

Improving the readability of automated tests using language models.

Matteo Biagiola, Gianluca Ghislotti, Paolo Tonella

2025-01-25T13:24:09+00:00 ― 5 min read

Cryptography and Security Securing the Cloud: A New Approach

Proactive strategies using AI aim to fortify cloud security against emerging threats.

Yuyang Zhou, Guang Cheng, Kang Du

2025-01-18T19:17:51+00:00 ― 7 min read