Latest Articles for Information Retrieval

Information Retrieval Revolutionizing Biomedical Document Retrieval

New methods improve how scientists find biomedical research effectively.

Hermann Kroll, Pascal Sackhoff, Timo Breuer

2025-04-09T00:29:42+00:00 ― 7 min read

Data Structures and Algorithms Efficient Data Structures for Line Segments

A look at storing horizontal line segments for quick access and selection.

Philip Bille, Inge Li Gørtz, Simon R. Tarnow

2025-04-06T05:05:06+00:00 ― 6 min read

Computation and Language KaLM: Transforming Language Models with Knowledge Graphs

Discover how KaLM improves language models by connecting them with knowledge graphs.

Peng Yu, Cheng Deng, Beiya Dai

2025-04-06T03:28:48+00:00 ― 6 min read

Information Retrieval Revolutionizing Long-Context Language Models with MixPR

Learn how MixPR improves long-context language models for better efficiency.

Nicholas Alonso, Beren Millidge

2025-04-02T10:24:09+00:00 ― 6 min read

Artificial Intelligence Harnessing Multi-Agent Systems for Better Data Interaction

Revolutionizing how we gather and process information with specialized agents.

Aniruddha Salve, Saba Attar, Mahesh Deshmukh

2025-04-01T12:44:06+00:00 ― 6 min read

Information Retrieval Revolutionizing Information Retrieval with DEEPER

DEEPER uses brain signals for seamless information searching while reading.

Niall McGuire, Yashar Moshfeghi

2025-03-29T15:43:12+00:00 ― 8 min read

Information Retrieval The Future of Conversational Search

Discover how conversational search is changing how we find information.

Yuchen Hui, Fengran Mo, Milan Mao

2025-03-26T21:06:45+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Information Retrieval with Multi-Armed Bandits

Discover how multi-armed bandits improve information retrieval systems.

Xiaqiang Tang, Jian Li, Nan Du

2025-03-25T08:11:51+00:00 ― 7 min read

Artificial Intelligence Mastering Data Dependencies for Better Querying

Learn how dependencies shape data management and improve query efficiency.

Efthymia Tsamoura, Boris Motik

2025-03-15T01:49:48+00:00 ― 5 min read

Computation and Language Revolutionizing Knowledge Graph Completion with LLMs

A new method improves how AI fills gaps in knowledge graphs.

Ben Liu, Jihai Zhang, Fangquan Lin

2025-03-14T20:12:45+00:00 ― 6 min read

Computation and Language How Machines Read: The Bias of Position

Machines often focus on beginnings in text, impacting information retrieval.

Samarth Goel, Reagan J. Lee, Kannan Ramchandran

2025-03-13T16:55:39+00:00 ― 6 min read

Machine Learning Revolutionizing RAG: Speed Meets Quality

A new system merges fast answers with high quality for better AI responses.

Siddhant Ray, Rui Pan, Zhuohan Gu

2025-03-12T23:16:21+00:00 ― 4 min read

Information Retrieval Revolutionizing Regulatory Information Retrieval

MST-R enhances search systems for regulatory documents, improving precision and efficiency.

Yash Malviya, Karan Dhingra, Maneesh Singh

2025-03-12T04:00:45+00:00 ― 7 min read

Computation and Language Overcoming the 'Lost in the Middle' in AI

Addressing challenges in Multi-Hop Question Answering for better AI responses.

George Arthur Baker, Ankush Raut, Sagi Shaier

2025-03-10T23:07:21+00:00 ― 9 min read

Information Retrieval Streamlining Dense Retrieval with Static Pruning

Discover how static pruning can improve information retrieval efficiency and quality.

Federico Siciliano, Francesca Pezzuti, Nicola Tonellotto

2025-03-10T12:41:24+00:00 ― 5 min read

Computation and Language Transforming Literature Reviews with AI

Exploring the role of large language models in literature review writing.

Shubham Agarwal, Gaurav Sahu, Abhay Puri

2025-03-09T16:37:39+00:00 ― 7 min read

Data Structures and Algorithms The Importance of Diversity in Information Retrieval

Enhancing user experience through effective information presentation.

Honglian Wang, Sijing Tu, Aristides Gionis

2025-03-08T18:57:36+00:00 ― 7 min read

Computation and Language Revolutionizing Document Question Answering

New methods tackle challenges of finding answers in visually rich documents.

Manan Suri, Puneet Mathur, Franck Dernoncourt

2025-03-07T21:17:33+00:00 ― 6 min read

Computation and Language Revolutionizing Document Processing: A New Approach

Discover how smart systems are changing the way we handle documents.

Arnau Perez, Xavier Vizcaino

2025-03-05T05:53:42+00:00 ― 5 min read

Computation and Language ACRE: A Solution for Long Text Challenges

Transforming how we manage long texts in language models.

Hongjin Qian, Zheng Liu, Peitian Zhang

2025-03-04T19:27:45+00:00 ― 5 min read

Computation and Language Navigating the Limits of Large Language Models

Discover the knowledge boundaries of LLMs and their challenges.

Moxin Li, Yong Zhao, Yang Deng

2025-03-04T15:27:00+00:00 ― 8 min read

Information Retrieval Mastering Your Digital Attic: Personal Collections Unpacked

Discover efficient ways to manage your personal collections in the digital era.

Michael Bendersky, Donald Metzler, Marc Najork

2025-03-03T20:11:24+00:00 ― 8 min read

Information Retrieval Boosting Dense Retrieval Models with Experts

Learn how Mixture-of-Experts enhances retrieval models for better performance.

Effrosyni Sokli, Pranav Kasela, Georgios Peikos

2025-03-02T09:40:57+00:00 ― 5 min read

Information Retrieval Improving Tetun Search: A Step Forward

Researchers work on better search tools for the Tetun language.

Gabriel de Jesus, Sérgio Nunes

2025-03-01T20:02:24+00:00 ― 5 min read

Computation and Language Finding Clarity in Complex Regulations

A look into regulatory information retrieval and its impact on businesses.

Ioannis Chasandras, Odysseas S. Chlapanis, Ion Androutsopoulos

2025-02-28T15:09:00+00:00 ― 5 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

Databases Optimizing Database Queries for Faster Answers

Discover how researchers improve query plans for swift access to data.

Hubie Chen, Markus Schneider

2025-02-25T06:05:51+00:00 ― 6 min read

Artificial Intelligence Counting Queries and Knowledge Bases: Unlocking Insights

Discover how counting queries power knowledge bases for smarter data analysis.

Quentin Manière, Marcin Przybyłko

2025-02-24T06:01:21+00:00 ― 6 min read

Computation and Language Bridging German Dialects: The Future of CDIR

Explore how cross-dialect information retrieval connects diverse German dialects.

Robert Litschko, Oliver Kraus, Verena Blaschke

2025-02-23T13:58:21+00:00 ― 7 min read

Computation and Language The Future of Hierarchical Text Classification

A look into organizing information through hierarchical classification.

Nan Li, Bo Kang, Tijl De Bie

2025-02-23T01:07:57+00:00 ― 8 min read

Computation and Language Simplifying Event Relation Detection in NLP

A new tool streamlines the annotation of event relations in texts.

Alon Eirew, Eviatar Nachshoni, Aviv Slobodkin

2025-02-23T00:19:48+00:00 ― 8 min read

Computation and Language Boosting Language Models with External Knowledge

Learn how external knowledge improves language model accuracy and reliability.

Zhiyuan Chang, Mingyang Li, Xiaojun Jia

2025-02-22T11:29:24+00:00 ― 5 min read

Computation and Language PerSphere: A Tool for Balanced Views

PerSphere helps break echo chambers by presenting multiple viewpoints on hot topics.

Yun Luo, Yingjie Li, Xiangkun Hu

2025-02-22T05:04:12+00:00 ― 6 min read

Information Retrieval Revolutionizing Text Reranking with ChainRank

ChainRank improves text reranking, keeping models sharp and relevant.

Haowei Liu, Xuyang Wu, Guohao Sun

2025-02-20T15:21:09+00:00 ― 4 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

Computation and Language Keyword Extraction: Finding Gold in Text

Learn how keyword extraction streamlines information retrieval.

Matej Martinc, Hanh Thi Hong Tran, Senja Pollak

2025-02-19T02:26:15+00:00 ― 6 min read

Computation and Language Revolutionizing Responses to Time-Sensitive Queries

A new framework improves accuracy for current event questions.

Zhang Siyue, Xue Yuxiang, Zhang Yiming

2025-02-15T06:57:09+00:00 ― 6 min read

Computation and Language Revolutionizing Document Clustering with Named Entities

A new method for smarter document clustering using Named Entity Recognition and rich embeddings.

Imed Keraghel, Mohamed Nadif

2025-02-12T06:43:39+00:00 ― 7 min read

Information Retrieval Revolutionizing Information Retrieval with Hidden Rationale

Discover how LaHoRe enhances information retrieval by focusing on reasoning.

Luo Ji, Feixiang Guo, Teng Chen

2025-02-05T05:24:00+00:00 ― 5 min read

Information Retrieval Can Machines Replace Human Judgment in Relevance Assessment?

Examining the role of LLMs in evaluating information relevance.

Charles L. A. Clarke, Laura Dietz

2025-02-03T19:41:42+00:00 ― 6 min read