Information Retrieval

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

Information Retrieval Revolutionizing Recommendations with LIKR

Discover how LIKR combines knowledge graphs and language models for better suggestions.

Keigo Sakurai, Ren Togo, Takahiro Ogawa

2025-03-04T13:50:42+00:00 ― 7 min read

Computation and Language Streamlining Topic Modeling with LITA

Discover how LITA simplifies topic modeling using AI for better insights.

Chia-Hsuan Chang, Jui-Tse Tsai, Yi-Hang Tsai

2025-03-04T13:02:33+00:00 ― 7 min read

Computation and Language Bridging Language Gaps with Cross-Lingual Topic Modeling

Discover how cross-lingual topic modeling connects information across languages.

Chia-Hsuan Chang, Tien-Yuan Huang, Yi-Hang Tsai

2025-03-04T10:38:06+00:00 ― 6 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

Machine Learning Revolutionizing Multi-Task Learning: A Fresh Approach

Learn how to manage multiple tasks efficiently with a new method.

Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang

2025-03-03T12:58:03+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

Multimedia Cracking the Code of Cover Songs on YouTube

Discover how cover songs are identified on YouTube using new methods.

Simon Hachmeier, Robert Jäschke

2025-03-02T03:15:45+00:00 ― 6 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 SimGRAG: A New Era in Data Understanding

SimGRAG transforms how machines interpret our questions using knowledge graphs.

Yuzheng Cai, Zhenyue Guo, Yiwen Pei

2025-02-27T15:04:30+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

Distributed, Parallel, and Cluster Computing C-FedRAG: A Smart Solution for Data Privacy

C-FedRAG empowers secure data sharing while ensuring confidentiality across organizations.

Parker Addison, Minh-Tuan H. Nguyen, Tomislav Medan

2025-02-25T14:55:30+00:00 ― 8 min read

Computation and Language Bridging the Gap: Urdu in Information Retrieval

Improving access to information in low-resource languages like Urdu.

Umer Butt, Stalin Veranasi, Günter Neumann

2025-02-24T16:27:18+00:00 ― 6 min read

Software Engineering Enhancing Code Clarity with Selective Shot Learning

Discover how selective shot learning improves code explanations for developers.

Paheli Bhattacharya, Rishabh Gupta

2025-02-23T21:11:42+00:00 ― 6 min read

Information Retrieval The Future of Recommendation Unlearning

Navigating privacy and recommendations through unlearning techniques.

Yuyuan Li, Xiaohua Feng, Chaochao Chen

2025-02-23T16:22:48+00:00 ― 7 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

Information Retrieval Guarding Secrets in the Cloud: The Future of Privacy

Learn how privacy-preserving cloud services keep your information safe.

Yihang Cheng, Lan Zhang, Junyang Wang

2025-02-23T08:21:18+00:00 ― 8 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 SynthCypher: Bridging Natural Language and Graph Queries

A new framework for converting natural language into Cypher queries.

Aman Tiwari, Shiva Krishna Reddy Malay, Vikas Yadav

2025-02-22T09:53:06+00:00 ― 4 min read

Computation and Language EXIT: A Game Changer for QA Systems

Introducing EXIT, a tool that simplifies question answering.

Taeho Hwang, Sukmin Cho, Soyeong Jeong

2025-02-22T00:15:18+00:00 ― 8 min read

Computer Vision and Pattern Recognition Speedy Video Retrieval: The Mamba Advantage

A new model speeds up video search while improving accuracy.

Jinpeng Wang, Niu Lian, Jun Li

2025-02-21T13:49:21+00:00 ― 6 min read

Human-Computer Interaction Unlocking Insights: The Power of Topic Modeling

Discover the role of topic modeling in social media research.

Amandeep Kaur, James R. Wallace

2025-02-21T06:36:00+00:00 ― 7 min read

Information Retrieval Visual Source Attribution: Building Trust in Information

A method to verify information sources visually and enhance trust online.

Xueguang Ma, Shengyao Zhuang, Bevan Koopman

2025-02-20T22:34:30+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

Information Retrieval Revolutionizing Online Shopping with SAFERec

SAFERec offers smarter next-basket recommendations for a better shopping experience.

Oleg Lashinin, Denis Krasilnikov, Aleksandr Milogradskii

2025-02-19T22:30:00+00:00 ― 5 min read

Artificial Intelligence Revolutionizing Data Analysis with ARTEMIS

ARTEMIS transforms complex data tasks into clear insights effortlessly.

Atin Sakkeer Hussain

2025-02-19T11:15:54+00:00 ― 8 min read

Information Retrieval Revolutionizing Recommendations: The Controllable Retrieval Model

Discover how the new CRM enhances user suggestions online.

Chi Liu, Jiangxia Cao, Rui Huang

2025-02-17T19:56:33+00:00 ― 5 min read

Information Retrieval Boost Your Image Searches with Smart Suggestions

Discover how cross-modal query suggestions enhance image search efficiency.

Giacomo Pacini, Fabio Carrara, Nicola Messina

2025-02-17T18:20:15+00:00 ― 6 min read

Computation and Language RAG-RewardBench: Aligning AI with Human Needs

A new tool improves AI responses to better match human preferences.

Zhuoran Jin, Hongbang Yuan, Tianyi Men

2025-02-17T07:06:09+00:00 ― 4 min read

Computer Vision and Pattern Recognition Teaching Machines to Understand Images

Researchers enhance AI’s ability to interpret images through better training data.

Austin Stone, Hagen Soltau, Robert Geirhos

2025-02-14T10:53:24+00:00 ― 7 min read

Software Engineering MRWeb: Transforming UI Designs into Multi-Page Websites

Discover how MRWeb bridges the gap between design and functional websites.

Yuxuan Wan, Yi Dong, Jingyu Xiao

2025-02-14T01:15:36+00:00 ― 7 min read

Computation and Language New Dataset Enhances Vietnamese Fact-Checking

A dataset with 7,000 claims aids in verifying news in Vietnamese.

Tran Thai Hoa, Tran Quang Duy, Khanh Quoc Tran

2025-02-14T00:27:27+00:00 ― 7 min read

Information Retrieval Nano-ESG: A New Approach to Corporate Sustainability

Analyzing corporate sustainability through real-time news articles.

Fabian Billert, Stefan Conrad

2025-02-13T03:35:33+00:00 ― 6 min read

Information Retrieval Smarter Shopping: The Future of Recommendations

Discover how multi-modal recommendation systems improve online shopping.

Rongqing Kenneth Ong, Andy W. H. Khong

2025-02-12T17:57:45+00:00 ― 7 min read

Machine Learning Navigating the World of Temporal Heterophilic Graphs

Discover how connections evolve over time in complex networks.

Yuchen Yan, Yuzhong Chen, Huiyuan Chen

2025-02-10T13:48:00+00:00 ― 7 min read

Machine Learning Revolutionizing Time Series Data Compression

A new method enhances time series data storage and access.

Andrea Guerra, Giorgio Vinciguerra, Antonio Boffa

2025-02-09T14:31:39+00:00 ― 6 min read

Information Retrieval Revolutionizing Recommendations: A New Approach

Discover the latest advances in personalized recommendation systems and their impact.

Qijiong Liu, Lu Fan, Xiao-Ming Wu

2025-02-08T14:27:09+00:00 ― 6 min read

Information Retrieval Strengthening AI: The RAG Approach

RAG improves language models but faces challenges from misinformation attacks.

Jinyan Su, Jin Peng Zhou, Zhengxin Zhang

2025-02-05T16:38:06+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

Computer Science - Information Retrieval