Latest Articles for Information Retrieval

Computation and Language LLM-Ref: A New Tool for Research Writing

LLM-Ref aids researchers in crafting clearer, well-structured papers effortlessly.

Kazi Ahmed Asif Fuad, Lizhong Chen

2025-06-02T07:42:48+00:00 ― 6 min read

Computation and Language Advancing Language Models with MSPR

A new framework improves how language models retrieve information.

Qingfei Zhao, Ruobing Wang, Xin Wang

2025-06-01T20:15:30+00:00 ― 6 min read

Machine Learning Introducing IF-WRANER: A Smart Approach to NER

Learn about IF-WRANER, a practical solution for Few-Shot Cross-Domain NER.

Subhadip Nandi, Neeraj Agrawal

2025-06-01T16:26:24+00:00 ― 7 min read

Computation and Language Activating Better Recall in AI Models

A look at activation steering for improving AI memory handling.

Atakan Seyitoğlu, Aleksei Kuvshinov, Leo Schwinn

2025-05-31T18:58:42+00:00 ― 7 min read

Computation and Language Streamlining Search with Multimodal Language Models

A look into improving search through multimodal large language models.

Sheng-Chieh Lin, Chankyu Lee, Mohammad Shoeybi

2025-05-31T17:31:48+00:00 ― 6 min read

Computation and Language Improving Document Understanding with LLMs

A new method enhances document relation extraction for better connections.

Tao Zhang, Ning Yan, Masood Mortazavi

2025-05-30T05:09:36+00:00 ― 5 min read

Digital Libraries Navigating the Digital Library Challenge

Discover how digital libraries tackle the vast ocean of information every day.

Hermann Kroll, Pascal Sackhoff, Bill Matthias Thang

2025-05-30T02:19:57+00:00 ― 9 min read

Information Retrieval Smart Strategies for Better Search Engines

Learn how researchers are improving search engine efficiency and relevance.

Zhichao Geng, Dongyu Ru, Yang Yang

2025-05-29T21:45:54+00:00 ― 5 min read

Information Retrieval Addressing the Challenge of Changing Information

A hybrid system improves search consistency and accuracy in a dynamic information landscape.

Moritz Staudinger, Florina Piroi, Andreas Rauber

2025-05-29T13:16:57+00:00 ― 6 min read

Information Retrieval Introducing FiGRet: A New Approach to Information Retrieval

FiGRet enhances the accuracy of large language models in retrieving information.

Yuhang Liu, Xueyu Hu, Shengyu Zhang

2025-05-29T10:40:21+00:00 ― 5 min read

Information Retrieval Improving Search Results Through Query Variants

Learn how to enhance search results with diverse queries.

Timo Breuer

2025-05-29T08:03:45+00:00 ― 7 min read

Computation and Language A Closer Look at Named Entity Recognition

Learn about named entity recognition and its impact on data processing.

Monica Munnangi

2025-05-28T17:16:21+00:00 ― 6 min read

Information Retrieval A New Approach to Information Retrieval

A framework that simplifies searching and retrieving information efficiently.

Ferdinand Schlatt, Maik Fröbe, Matthias Hagen

2025-05-28T05:57:45+00:00 ― 5 min read

Databases Improving High-Dimensional Searches with a New Approach

A novel method enhances AKNN searches for better speed and accuracy.

Mingyu Yang, Wentao Li, Wei Wang

2025-05-26T23:04:39+00:00 ― 5 min read

Artificial Intelligence Understanding Class Granularity in Knowledge Graphs

Class Granularity helps organize knowledge graphs for better information retrieval.

Sumin Seo, Heeseon Cheon, Hyunho Kim

2025-05-26T10:01:39+00:00 ― 6 min read

Human-Computer Interaction The Challenge of Online Research

Understanding users' struggles and needs in navigating information online.

Andrew Kuznetsov, Michael Xieyang Liu, Aniket Kittur

2025-05-25T21:37:48+00:00 ― 6 min read

Computation and Language The Impact of Question Order on AI Responses

Learn how the sequence of information affects AI answer quality.

Tianyu Liu, Jirui Qi, Paul He

2025-05-24T23:13:39+00:00 ― 6 min read

Artificial Intelligence Harnessing RAG for Academic Success

RAG helps students find precise academic information quickly and effectively.

Anum Afzal, Juraj Vladika, Gentrit Fazlija

2025-05-23T23:31:12+00:00 ― 7 min read

Databases Simplifying Data Search with Approximate Nearest Neighbor

Learn how ANN streamlines finding similar data quickly and efficiently.

Yutong Gou, Jianyang Gao, Yuexuan Xu

2025-05-20T20:02:51+00:00 ― 4 min read

Machine Learning Improving Long-Text Processing in Language Models

A method for enhancing LLMs' retention of important details in long texts.

Zhuohan Gu, Jiayi Yao, Kuntai Du

2025-05-19T01:05:20+00:00 ― 6 min read

Information Retrieval Evaluating Document Retrieval Models for Czech Language

Researchers assess various models for searching in Czech, highlighting strengths and weaknesses.

Jakub Stetina, Martin Fajcik, Michal Stefanik

2025-05-18T20:26:40+00:00 ― 5 min read

Computation and Language Stay Updated with Neon: Your News Assistant

Neon offers real-time news and answers about people and events.

Sneha Singhania, Silviu Cucerzan, Allen Herring

2025-05-18T00:36:00+00:00 ― 5 min read

Machine Learning RAG System: A New Way to Answer Questions

A system designed to provide quick answers about Pittsburgh and CMU.

Haojia Sun, Yaqi Wang, Shuting Zhang

2025-05-16T19:53:20+00:00 ― 7 min read

Information Retrieval Assessing Relevance Judgements: The Role of LLMs

Examining how LLMs can assist in relevance judgements.

David Otero, Javier Parapar, Álvaro Barreiro

2025-05-16T03:00:00+00:00 ― 6 min read

Information Retrieval G-RAG: A Game Changer in Material Science Research

G-RAG improves information retrieval for researchers in material science.

Radeen Mostafa, Mirza Nihal Baig, Mashaekh Tausif Ehsan

2025-05-15T09:16:00+00:00 ― 5 min read

Machine Learning Improving Accuracy in Retrieval-Augmented Generation Systems

This article discusses effective knowledge checking methods in RAG systems.

Shenglai Zeng, Jiankun Zhang, Bingheng Li

2025-05-15T05:53:20+00:00 ― 3 min read

Databases Neuro-Symbolic Query Optimization: A Modern Approach

Combining neural networks and symbolic methods to improve data queries.

Maribel Acosta, Chang Qin, Tim Schwabe

2025-05-14T14:16:00+00:00 ― 7 min read

Information Retrieval Making Question Retrieval Easier with Query Expansion

Learn how query expansion improves finding relevant answers online.

Yasin Ghafourian, Sajad Movahedi, Azadeh Shakery

2025-05-11T07:18:40+00:00 ― 6 min read

Information Retrieval Clarifying Author Identity in Academic Research

A new method improves scholar name disambiguation for academic work.

Renyu Zhao, Yunxin Chen

2025-05-09T21:06:40+00:00 ― 6 min read

Computation and Language Improving Text Classification with ConNHS

ConNHS offers a smart solution to text classification challenges.

Wei Ai, Jianbin Li, Ze Wang

2025-05-09T05:54:40+00:00 ― 7 min read

Computation and Language Testing Automatic Metrics for Summary Accuracy

This study evaluates the effectiveness of automatic metrics in measuring summary accuracy.

Sanjana Ramprasad, Byron C. Wallace

2025-05-09T00:50:40+00:00 ― 5 min read

Databases Introducing SOFA: A Game Changer in Data Similarity Search

SOFA offers a faster way to find similar data series amidst noise and complexity.

Patrick Schäfer, Jakob Brand, Ulf Leser

2025-05-06T12:28:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Introducing DOGE: Your Document Assistant

DOGE simplifies document interaction, making information accessible and understandable.

Yinan Zhou, Yuxin Chen, Haokun Lin

2025-05-05T14:05:20+00:00 ― 7 min read

Computation and Language Improving Bioinformatics Workflow Accessibility

Researchers aim to streamline bioinformatics workflows for easier access and usability.

Clémence Sebe, Sarah Cohen-Boulakia, Olivier Ferret

2025-05-02T18:57:20+00:00 ― 7 min read

Information Retrieval Revolutionizing Legal Document Retrieval in Vietnam

A new approach enhances access to Vietnamese legal information.

Son Pham Tien, Hieu Nguyen Doan, An Nguyen Dai

2025-04-30T06:09:20+00:00 ― 7 min read

Computation and Language DynRank: Redefining Passage Retrieval

DynRank transforms how we find answers in information overload.

Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani

2025-04-30T02:46:40+00:00 ― 7 min read

Information Retrieval Revolutionizing Legal Research with QABISAR

QABISAR enhances legal information retrieval, making it accessible for all.

T. Y. S. S. Santosh, Hassan Sarwat, Matthias Grabmair

2025-04-28T03:10:45+00:00 ― 8 min read

Machine Learning Reevaluating Similarity Search: Is Simplicity Better?

A study reveals simpler methods may outperform complex algorithms in similarity search.

Blaise Munyampirwa, Vihan Lakshman, Benjamin Coleman

2025-04-25T21:04:15+00:00 ― 6 min read

Artificial Intelligence Smart Retrieval for AI Language Models

A new method improves AI's ability to answer complex questions accurately.

Xiaqiang Tang, Qiang Gao, Jian Li

2025-04-24T14:14:30+00:00 ― 7 min read

Computation and Language Hybrid-SQuAD: The Future of Scholarly Q&A

A dataset combining text and structured data for better scholarly question answering.

Tilahun Abedissa Taffa, Debayan Banerjee, Yaregal Assabie

2025-04-21T07:48:54+00:00 ― 4 min read