Advances in Information Retrieval

.- BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&A.


.- PIE-Med: Predicting, Interpreting and Explaining Medical Recommendations.


.-FinPersona: An LLM-Driven Conversational Agent for Personalized Financial Advising.


.- Semantic Search and Filtering with AI Agents.


.- TheoremView: A Framework for Extracting Theorem-Like Environments from Raw PDFs.


.- Checky, the Paper-Submission Checklist-Generator for Authors, Reviewers and LLMs.


.- AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion.


.- Spoken Question Answering on Municipal Council Meetings.


.- MindWell: A Conversational Agent for Professional Depression Screening on Social Media.


.- Leveraging Language Models to Improve Human Annotation Efficiency with INCEpTION.


.- DenseReviewer: A Screening Prioritisation Tool for Systematic Review based on Dense Retrieval.


.- ASPIRE: Assistive System for Performance Evaluation in IR.


.- MedLink: Retrieval and Ranking of Case Reports to assist Clinical Decision Making.


.- Forecasting Prescription Efficacy.


.- Rebuilding the Past: Reconstructing Portuguese News Outlets with Web Archives.


.- MechIR: A Mechanistic Interpretability Framework for Information Retrieval.


.- Web-scale Retrieval Experimentation with chatnoir-pyterrier.


.- Automatic News Bias Classification for Strengthening Democracy [Demo].


.- Combining Knowledge Graphs and Retrieval Augmented Generation for Enterprise Resource Planning.


.- Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety.


.- Jina Embeddings V3: Multilingual Text Encoder with Low-Rank Adaptations.


.- PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents.


.- RURAGE: Robust Universal RAG Evaluator for Fast and Affordable QA Performance Testing.


.- Personalizing Enterprise Search with LLM Populated Attributes in Graph Models.


.- Leveraging LLMs for Energy Forecasting: The AcegasApsAmga Case Study.


.- Contextualizing Spotify's Audiobook List Recommendations with Descriptive Shelves.


.- Text2Playlist: Generating Personalized Playlists from Text on Deezer.


.- Hierarchical prefixes for long document representations.


.- On the Longitudinal Impact of Exposure Bias in Recommender Systems.


.- Combining dissimilarity spaces to improve approximate similarity search.


.- Towards Query Obfuscation Strategies for Information Retrieval.


.- Automatic evaluation of online news outlets' reliability.


.- Cooperative and Competitive LLM-based Multi-Agent Systems for Recommendation.


.- SynKGP: Knowledge Graph Population with Syntactic-LLM Hybridation for Question-Answering.


.- Understanding Numerical Contexts in Text by Asking Quantitative Questions.


.- Mitigating Gender Bias in Information Retrieval Systems.


.- Towards Intent-Driven Transparency in Conversational Search Systems.


.- A Framework for Robust Query Performance Prediction Using Contextual Relationships.


.- Enhancing Generative Models for Scientific Text Simplification.


.- Explainable Information Retrieval.


.- Fairness in Information Access: Conceptual Foundations and New Directions.


.- Enhancing Reproducibility and Replicability in Information Retrieval: A Path Towards Scientific Integrity and Effective Research.


.- Advanced Methods for Visual Information Retrieval and Exploration in Large Multimedia Collections.


.- Tutorial on conversational search and recsys.


.- Large Language Models are Human-like Annotators.


.- Rapid Prototyping for AI-based Applications: A Hands-on Tutorial for Connecting the Dots.


.- KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval.


.- The Second Search Futures Workshop at ECIR'25.


.- QPP++ 2025: Query Performance Prediction and its Applications in the Era of Large Language Models.


.- The First Workshop on Scholarly Information Access (SCOLIA).


.- Workshop on Evaluation of Retrieval-Augmented Generation Systems.


.- ROMCIR 2025: Overview of the 5th Workshop on Reducing Online Misinformation through Credible Information Retrieval.


.- The 8th International Workshop on Narrative Extraction from Texts (Text2Story'25) (Full Day).


.- 3rd International Workshop on Geographic Information Extraction from Texts (GeoExT 2025).


.- The Second International Workshop on Open Web Search (WOWS).


.- ELOQUENT CLEF Shared Tasks for Evaluation of Generative Language Model Quality, 2nd edition.


.- LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification.


.- LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performance.


.- CLEF 2025 JOKER Lab: Humour in the Machine.


.- ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.


.- BioASQ at CLEF2025: The thirteenth edition of the large-scale biomedical semantic indexing and question answering challenge.


.- eRisk 2025: Contextual and Conversational Approaches for Depression Challenges.


.- CLEF 2025 SimpleText Track: Simplify Scientific Text (and Nothing More).


.- Overview of PAN 2025: Generative AI Detection, Multilingual Text Detoxification, Multi-Author Writing Style Analysis, and Generative Plagiarism Detection.


.- EXIST 2025: Learning with Disagreement for Sexism Identification and Characterization in Tweets, Memes, and TikTok Videos.


.- QuantumCLEF 2025 - The Second Edition of the Quantum Computing Lab at CLEF.


.- Overview of Touch?e 2025: Argumentation Systems.


.- The CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Extraction & Normalization, and Retrieval.


.- TalentCLEF at CLEF2025: Skill and Job Title Intelligence for Human Capital Management.

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information retrieval;retrieval models and architectures;classification;query processing and ranking;efficiency and scalability;deep learning and neural models;natural language processing;graph models;web search;recommender systems;web and social media apps;professional and domain-specific search;novel interfaces to search tools;intelligent search;conversational agents;evaluation retrieval systems;bias;ethics;fake news and hate speech