Computer Science - Information Retrieval

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Information Retrieval Revolutionizing Recommendation Systems: Finding Balance

New models blend instant fun with long-term value in content suggestions.

Md Sanzeed Anwar, Paramveer S. Dhillon, Grant Schoenebeck

2025-03-13T07:17:51+00:00 ― 7 min read

Latest Articles

Information Retrieval Meet MAGUS: Your New Shopping Guide

MAGUS transforms online shopping with smarter recommendations tailored to your preferences.

Jiarui Jin, Xianyu Chen, Weinan Zhang

2025-03-08T07:43:30+00:00 ― 5 min read

Information Retrieval Event Extraction in Short Stories: A Deep Dive

Uncovering how events are identified in children's narratives.

Chaitanya Kirti, Ayon Chattopadhyay, Ashish Anand

2025-03-08T02:06:27+00:00 ― 7 min read

Information Retrieval Predicting Social Media Post Popularity with NARRATOR

A new approach that combines visual and textual analysis for social media success.

Shubhi Bansal, Mohit Kumar, Chandravardhan Singh Raghaw

2025-03-08T00:30:09+00:00 ― 5 min read

Computation and Language Revolutionizing Qur'an Question-Answering Systems

A new system improves access to Qur'an insights with expanded datasets and fine-tuned models.

Mohamed Basem, Islam Oshallah, Baraa Hikal

2025-03-07T10:03:27+00:00 ― 6 min read

Computation and Language Building Chatbots for Low-Resource Languages

Creating chatbots for languages like Wolof opens doors to better communication.

Derguene Mbaye, Moussa Diallo

2025-03-06T05:10:03+00:00 ― 5 min read

Information Retrieval Revolutionizing Image Searches with CIR

CIR combines images and captions for smarter image retrieval.

Zelong Sun, Dong Jing, Guoxing Yang

2025-03-05T18:44:06+00:00 ― 5 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

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

Information Retrieval Revamping Code Completion: A Smarter Approach

Improving code completion with context and curriculum training for better programming.

Hitesh Sagtani, Rishabh Mehrotra, Beyang Liu

2025-02-05T00:35:06+00:00 ― 6 min read

Machine Learning The Future of Smart Recommendations

Discover how self-improving tokenization is reshaping online shopping.

Runjin Chen, Mingxuan Ju, Ngoc Bui

2025-02-03T22:54:18+00:00 ― 6 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

Information Retrieval Revamping Career Search: A Fresh Approach

Discover a smarter way to find career resources online.

Elham Peimani, Gurpreet Singh, Nisarg Mahyavanshi

2025-02-03T09:15:45+00:00 ― 6 min read

Information Retrieval Overcoming the Cold-start Problem in Content Recommendations

Innovative solutions to help new items shine in recommendation systems.

Yuezihan Jiang, Gaode Chen, Wenhan Zhang

2025-02-01T19:32:42+00:00 ― 6 min read

Information Retrieval Mastering the Art of Paper Submission

A guide to perfecting your AAAI Press submission.

Hangli Ge, Hirotsugu Seike, Noboru Koshizuka

2025-02-01T11:31:12+00:00 ― 6 min read

Information Retrieval WavePulse: The Future of Radio Insights

WavePulse captures and analyzes radio broadcasts, revealing valuable insights into public discourse.

Govind Mittal, Sarthak Gupta, Shruti Wagle

2025-02-01T04:17:51+00:00 ― 6 min read

Computation and Language Revolutionizing Conversational Answering with RAGONITE

RAGONITE improves question answering using SQL and text retrieval for clear insights.

Rishiraj Saha Roy, Chris Hinze, Joel Schlotthauer

2025-01-30T21:48:09+00:00 ― 8 min read

Information Retrieval CiteBART: Your Citation Assistant

CiteBART simplifies citation generation for researchers, boosting efficiency and accuracy.

Ege Yiğit Çelik, Selma Tekir

2025-01-30T09:45:54+00:00 ― 6 min read

Information Retrieval The Art of Product Bundling in Online Shopping

Learn how product bundling transforms your shopping experience.

Ashutosh Nayak, Prajwal NJ, Sameeksha Keshav

2025-01-29T07:16:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Immigration Document Processing

A new system automates immigration paperwork, speeding up data extraction and improving accuracy.

Osama Abdellaif, Abdelrahman Nader, Ali Hamdi

2025-01-29T00:51:45+00:00 ― 5 min read

Information Retrieval Revolutionizing Recommendations with Graph Transformers

A new model improves online recommendations by capturing complex user-item connections.

Jiajia Chen, Jiancan Wu, Jiawei Chen

2025-01-28T20:51:00+00:00 ― 8 min read

Computation and Language Bidirectional Topic Matching: Revealing Text Connections

Discover how BTM connects ideas across different texts effectively.

Raven Adam, Marie Lisa Kogler

2025-01-27T11:56:51+00:00 ― 6 min read

Information Retrieval CoLoR: The Future of Information Retrieval

Learn how CoLoR transforms data management through innovative compression techniques.

Minju Seo, Jinheon Baek, Seongyun Lee

2025-01-26T20:42:00+00:00 ― 5 min read

Information Retrieval Revolutionizing Course Selection for Students

A new system helps students find the best courses based on their interests.

Hugh Van Deventer, Mark Mills, August Evrard

2025-01-24T18:56:42+00:00 ― 7 min read

Audio and Speech Processing Preserving Ethiopian Chants: The Yaredawi Zema Dataset

A new dataset highlights the beauty of Ethiopian Orthodox chants.

Mequanent Argaw Muluneh, Yan-Tsung Peng, Worku Abebe Degife

2025-01-23T06:10:48+00:00 ― 7 min read

Sound Feel the Beat: New Music Emotion Recognition

A fresh take on how music affects our emotions.

Dengming Zhang, Weitao You, Ziheng Liu

2025-01-22T00:34:12+00:00 ― 7 min read

Information Retrieval Unlocking the Future of Relation Extraction with AmalREC

AmalREC enhances understanding of relationships in natural language processing.

Mansi, Pranshu Pandya, Mahek Bhavesh Vora

2025-01-19T13:45:18+00:00 ― 6 min read

Information Retrieval LinkedIn's Search Engine Gets a Major Upgrade

LinkedIn enhances its search function for better user experience.

Xin Yang, Rachel Zheng, Madhumitha Mohan

2025-01-19T05:43:48+00:00 ― 5 min read

Artificial Intelligence Building Knowledge Graphs with Large Language Models

Learn how to efficiently create Knowledge Graphs using advanced models and frameworks.

Xiaohan Feng, Xixin Wu, Helen Meng

2025-01-18T06:27:27+00:00 ― 6 min read