Computer Science - Information Retrieval

Computer Vision and Pattern RecognitionA New Approach to Object Detection

This framework allows quick learning of new object categories with minimal data.

Yanan Jian, Fuxun Yu, Qi Zhang

2025-06-11T12:46:54+00:00 ― 5 min read

Information RetrievalImproving Recommender Systems with Causal Models

Learn how causal models can enhance recommendations by focusing on key factors.

Emanuele Cavenaghi, Fabio Stella, Markus Zanker

2025-06-11T07:30:54+00:00 ― 4 min read

Computation and LanguageAdvancements in Text Embedding Models

A new text embedding model shows promise in multilingual tasks and performance.

Saba Sturua, Isabelle Mohr, Mohammad Kalim Akram

2025-06-11T05:00:48+00:00 ― 7 min read

Information RetrievalMultimodal Vector Search: A New Approach to Finding Information

Learn how multimodal vector search improves information retrieval through advanced user interactions.

Owen Pendrigh Elliott, Tom Hamer, Jesse Clark

2025-06-10T22:49:30+00:00 ― 6 min read

Information RetrievalA Framework for Ranking Content Providers

This article outlines a framework to better rank content providers using user feedback.

Gosuddin Kamaruddin Siddiqi, Deven Santhosh Shah, Radhika Bansal

2025-06-10T20:03:36+00:00 ― 5 min read

DatabasesAdvancements in Trajectory Similarity Search

New methods improve speed and relevance in finding similar user travel paths.

Sara Jarrad, Hubert Naacke, Stephane Gancarski

2025-06-10T16:46:06+00:00 ― 6 min read

Information RetrievalPersonalization: Enhancing Short Video Searches

Learn how personalization transforms video search experiences for users.

Wentian Bao, Hu Liu, Kai Zheng

2025-06-10T16:30:18+00:00 ― 5 min read

RoboticsAdvancements in Robotics with P-RAG Method

Robots improve task performance using Progressive Retrieval Augmented Generation.

Weiye Xu, Min Wang, Wengang Zhou

2025-06-10T16:22:24+00:00 ― 6 min read

Computation and LanguageLanguage Models in Scientific Research: A New Tool

PaperQA2 aids researchers in literature search and error detection.

Michael D. Skarlinski, Sam Cox, Jon M. Laurent

2025-06-10T15:36:42+00:00 ― 4 min read

Information RetrievalPromptriever: A New Way to Search

Promptriever simplifies information retrieval by following user instructions.

Orion Weller, Benjamin Van Durme, Dawn Lawrie

2025-06-10T13:28:36+00:00 ― 5 min read

Information RetrievalAdvancing Recommendation Systems with Multi-modal Data

Enhancing user experiences through integrated recommendation systems.

Arnau Ramisa, Rene Vidal, Yashar Deldjoo

2025-06-10T10:58:30+00:00 ― 11 min read

Information RetrievalImproving Job Matching with Best-of-Both Method

A new method blends true matches and predictions for better job connections.

Shuhei Goda, Yudai Hayashi, Yuta Saito

2025-06-10T10:50:36+00:00 ― 4 min read

Information RetrievalImproving Search Results with GenCRF Framework

GenCRF enhances search query reformulation for better user intent accuracy.

Wonduk Seo, Haojie Zhang, Yueyang Zhang

2025-06-10T09:39:30+00:00 ― 6 min read

Computation and LanguageAttention-Seeker: A New Method for Keyphrase Extraction

Attention-Seeker improves keyphrase extraction using self-attention maps from language models.

Erwin D. López Z., Cheng Tang, Atsushi Shimada

2025-06-10T09:31:36+00:00 ― 8 min read

Computation and LanguageImproving Language Models with VERA System

VERA enhances the accuracy and relevance of language model responses.

Nitin Aravind Birur, Tanay Baswa, Divyanshu Kumar

2025-06-10T08:20:30+00:00 ― 5 min read

Information RetrievalOrganizing Online Trends: A New Method

A method to effectively find trending topics on the internet.

Junbiao Pang, Anjing Hu, Qingming Huang

2025-06-10T06:22:00+00:00 ― 4 min read

Computation and LanguageImproved Matching System for Freelancers and Projects

A new method enhances freelancer and project matching efficiency across languages.

Warren Jouanneau, Marc Palyart, Emma Jouffroy

2025-06-10T01:29:42+00:00 ― 8 min read

Information RetrievalEvaluating the Two-Tower Model in Information Retrieval

This study analyzes the two-tower model's performance against bias in document ranking.

Morris de Haan, Philipp Hager

2025-06-10T00:02:48+00:00 ― 5 min read

Computation and LanguageLarge Language Models in the Legal Field

Examining the role and accuracy of LLMs in legal research.

Rajaa El Hamdani, Thomas Bonald, Fragkiskos Malliaros

2025-06-09T19:18:24+00:00 ― 5 min read

Information RetrievalIntroducing Flare: A Hybrid Recommender System

Flare combines collaborative and content-based filtering for improved recommendations.

Liam Hebert, Marialena Kyriakidi, Hubert Pham

2025-06-09T17:51:30+00:00 ― 6 min read

Computer Vision and Pattern RecognitionThe Future of Multimodal Search Engines

Examining the role of LMMs in transforming search capabilities with text and images.

Dongzhi Jiang, Renrui Zhang, Ziyu Guo

2025-06-09T12:35:30+00:00 ― 6 min read

Information RetrievalAddressing Exposure Bias in Recommender Systems

This article examines exposure bias and its effects on content recommendations.

Thorsten Krause, Alina Deriyeva, Jan Heinrich Beinke

2025-06-09T11:00:42+00:00 ― 5 min read

Computation and LanguageAdvancements in Product Attribute Value Identification

Exploring effective methods for identifying product features in e-commerce.

Kassem Sabeh, Mouna Kacimi, Johann Gamper

2025-06-09T08:46:24+00:00 ― 6 min read

Computation and LanguageImproving Language Models with Familiarity-aware Evidence Compression

A new method enhances language model performance by streamlining external information.

Dongwon Jung, Qin Liu, Tenghao Huang

2025-06-09T05:13:06+00:00 ― 7 min read

Machine LearningTargeting Customers: A Smarter Approach

Improve customer engagement with targeted promotions that respect business limits.

Qiqi Li, Roopali Singh, Charin Polpanumas

2025-06-09T00:36:36+00:00 ― 5 min read

Machine LearningA Trusted Approach to Beauty Product Recommendations

A system that accurately suggests beauty products based on ingredients and skin needs.

Siliang Liu, Rahul Suresh, Amin Banitalebi-Dehkordi

2025-06-08T22:06:30+00:00 ― 5 min read

Computation and LanguageNew Method for Identifying Event Relationships

SemDI enhances accuracy in identifying event causality using context.

Haoran Li, Qiang Gao, Hongmei Wu

2025-06-08T21:58:36+00:00 ― 5 min read

Information RetrievalEnhancing Sequential Recommendation Systems with Data Augmentation

Explore methods to improve user engagement predictions through data augmentation.

Yizhou Dang, Enneng Yang, Yuting Liu

2025-06-08T20:23:48+00:00 ― 5 min read

Information RetrievalA Practical Guide to Building Knowledge Graphs

Learn how to create effective knowledge graphs for industry applications.

Sascha Meckler

2025-06-08T18:25:18+00:00 ― 6 min read

Computation and LanguageAdvancing Large Language Models with Contextual Compression

New methods improve Large Language Models through efficient information processing.

Sourav Verma

2025-06-08T17:30:00+00:00 ― 5 min read

Information RetrievalEvaluating Clustering Methods for Better Data Management

Learn how to assess clustering methods effectively using various metrics.

Stephan van Staden

2025-06-08T17:14:12+00:00 ― 4 min read

Information RetrievalBayesian Personalized Ranking: A Strong Player in Recommender Systems

BPR remains effective in suggesting items based on user preferences.

Aleksandr Milogradskii, Oleg Lashinin, Alexander P

2025-06-08T11:42:24+00:00 ― 6 min read

Information RetrievalSynthetic Data for Fairness in Recommender Systems

Exploring synthetic data's role in promoting fairness in recommendation algorithms.

Elena Stefancova, Cassidy All, Joshua Paup

2025-06-08T08:40:42+00:00 ― 6 min read

Information RetrievalInnovative Approaches to Recommender Systems

New methods enhance recommendations by utilizing detailed user and item information.

Utkarsh Priyam, Hemit Shah, Edoardo Botta

2025-06-08T06:34:18+00:00 ― 4 min read

Information RetrievalAdvancements in Multi-Vector Retrieval: Token Pooling

Token pooling improves data storage while maintaining retrieval accuracy.

Benjamin Clavié, Antoine Chaffin, Griffin Adams

2025-06-08T06:26:24+00:00 ― 6 min read

Computation and LanguageImproving Text-to-SQL Model Evaluations with FLEX

FLEX method offers a new approach for evaluating text-to-SQL systems accurately.

Heegyu Kim, Taeyang Jeon, Seunghwan Choi

2025-06-07T22:32:24+00:00 ― 6 min read

Information RetrievalAdvancements in Text Embeddings Using ICL

A novel model enhances text embeddings through in-context learning strategies.

Chaofan Li, MingHao Qin, Shitao Xiao

2025-06-07T21:52:54+00:00 ― 5 min read

Information RetrievalAdvancements in Topic Modeling with QualIT

QualIT enhances text analysis by combining language models and clustering techniques.

Satya Kapoor, Alex Gil, Sreyoshi Bhaduri

2025-06-07T20:02:18+00:00 ― 5 min read

Machine LearningPredicting Lightning-Ignited Wildfires Globally

New study develops models to predict lightning-ignited wildfires worldwide.

Assaf Shmuel, Teddy Lazebnik, Oren Glickman

2025-06-07T16:10:36+00:00 ― 6 min read

Computation and LanguageEvaluating Information Retrieval Techniques in Clinical Data

This study assesses various models for retrieving clinical information effectively.

Skatje Myers, Timothy A. Miller, Yanjun Gao

2025-06-07T13:35:12+00:00 ― 7 min read