● LibVQ: A Toolkit For Optimizing Vector Quantization And Efficient Neural Retrieval
Chaofan Li, Zheng Liu, Shitao Xiao, Yingxia Shao, Defu Lian, Zhao Cao

● A Preference Judgment Tool for Authoritative Assessment
Mahsa Seifikar, Linh Nhi Phan Minh, Negar Arabzadeh, Charles L. A. Clarke, Mark D. Smucker

● VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks
Wojciech Kusa, Aldo Lipani, Petr Knoth, Allan Hanbury

● Searching the ACL Anthology with Math Formulas and Text
Bryan Amador, Matt Langsenkamp, Abhisek Dey, Ayush Kumar Shah, Richard Zanibbi

● One Stop Shop for Question-Answering Dataset Selection
Chang Nian Chuy, Chen Ding, Qinmin Vivian Hu

● Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

● Profiling and Visualizing Dynamic Pruning Algorithms
Zhixuan Li, Joel Mackenzie

● MetroScope: An Advanced System for Real-Time Detection and Analysis of Metro-Related Threats and Events via Twitter
Jianfeng He, Syuan-Ying Wu, Abdulaziz Alhamadani, Chih-Fang Chen, Wen-Fang Lu, Chang-Tien Lu, David Solnick, Yanlin Li

● SciHarvester: Searching Scientific Documents for Numerical Values
Maciej Rybinski, Stephen Wan, Sarvnaz Karimi, Cecile Paris, Brian Jin, Neil Huth, Peter Thorburn, Dean Holzworth

● NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning
Wen Zhang, Zhen Yao, Mingyang Chen, Zhiwei Huang, Huajun Chen

● AMICA: Alleviating Misinformation for Chinese Americans
Xiaoxiao Shang, Ye Chen, Yi Fang, Yuhong Liu, Subramaniam Vincent

● PEPO: Petition Executing Processing Optimizer Based on Natural Language Processing
Yin-Wei Chiu, Hsiao-Ching Huang, Cheng-Ju Lee, Hsun-Ping Hsieh

● HeteroCS: A Heterogeneous Community Search System With Semantic Explanation
Weibin Cai, Fanwei Zhu, Zemin Liu, Minghui Wu

● OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit
Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

● FairUP: a Framework for Fairness Analysis of Graph Neural Network-Based User Profiling Models
Mohamed Abdelrazek, Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca

● Tahaqqaq: A Real-Time System for Assisting Twitter Users in Arabic Claim Verification
Zien Sheikh Ali, Watheq Mansour, Fatima Haouari, Maram Hasanain, Tamer Elsayed, Abdulaziz Al-Ali

● SEA: A Scalable Entity Alignment System
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei

● A Retrieval System for Images and Videos based on Aesthetic Assessment of Visuals
Daniel Vera Nieto, Saikishore Kalloori, Fabio Zund, Clara Fernandez Labrador, Marc Willhaus, Severin Klingler, Markus Gross

● XPMIR: A Modular Library for Learning to Rank and Neural IR experiments
Yuxuan Zong, Benjamin Piwowarski

● pybool_ir: A Toolkit for Domain-Specific Search Experiments
Harrisen Scells, Martin Potthast

● TIB AV-Analytics: A Web-based Platform for Scholarly Video Analysis and Film Studies
Matthias Springstein, Markos Stamatakis, Margret Plank, Julian Sittel, Roman Mauer, Oksana Bulgakowa, Ralph Ewerth, Eric Müller-Budack

● SONAR: Web-based Tool for Multimodal Exploration of Non-Fungible Token Inspiration Networks
Lucio La Cava, Davide Costa, Andrea Tagarelli

● Searching for Reliable Facts over a Medical Knowledge Base
Fabio Giachelle, Stefano Marchesin, Gianmaria Silvello, Omar Alonso

● ranxhub: An Online Repository for Information Retrieval Runs
Elias Bassani

● Podify: A Podcast Streaming Platform with Automatic Logging of User Behaviour for Academic Research
Francesco Meggetto, Yashar Moshfeghi

● Exploratory Visualization Tool for the Continuous Evaluation of Information Retrieval Systems
Gabriela González-Sáez, Petra Galuscáková, Romain Deveaud, Lorraine Goeuriot, Philippe Mulhem