Skip to content

@DataScienceUIBK Data Science Group at Univ. of Innsbruck

All

    Repositories list

    36 repositories

    • RETECO

      Public
      RETECO: A SemEval-2027 Shared Task on Reasoning-Oriented Retrieval
      information-retrievalllmllms
      information-retrievalllmllmsllm-agentllm-securityllm-inferencellm-toolsllm-evaluationllm-agents
      Python
      •0•1•0•0•Updated Aug 30, 2026Aug 30, 2026

    • HintEval

      Public
      HintEval 💡: An Open-Source Python Toolkit for Hint Generation and Hint Evaluation
      nlpeducationqa
      nlpeducationqanatural-language-processinginformation-retrievalframeworkpython-librarypython-libevaluationquestion-answering
      Python
      •
      Apache License 2.0
      •3•37•0•0•Updated Aug 29, 2026Aug 29, 2026

    • SustainableQA

      Public
      SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy Reporting
      Python
      •
      Other
      •2•45•1•0•Updated Aug 26, 2026Aug 26, 2026

    • PopMCQ

      Public
      Large Language Models Systematically Favor Popular Options: Evidence and Mitigation Across MCQs
      Python
      •
      Other
      •0•1•0•0•Updated Aug 24, 2026Aug 24, 2026

    • SmallReason-ColBERT

      Public
      SmallReason-ColBERT: An Ultra-Small Late-Interaction Retriever for Reasoning Intensive Retrieval
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Aug 23, 2026Aug 23, 2026

    • REGREACT

      Public
      REGREACT: Self-Correcting Multi-Agent Pipelines for Structured Regulatory Information Extraction
      0•0•0•0•Updated Aug 23, 2026Aug 23, 2026

    • obliq-ir

      Public
      OBLIQ-IR: Training a Dense Retriever for Oblique Queries
      Python
      •
      MIT License
      •0•5•0•0•Updated Aug 23, 2026Aug 23, 2026

    • BracketRank

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Aug 13, 2026Aug 13, 2026

    • difficulty-gated-reasoning-view-fusion

      Public
      Python
      •0•1•0•0•Updated Aug 13, 2026Aug 13, 2026

    • temporal-ir-extraction-tutorial-sigir2026

      Public
      This repository contains materials, code, and resources for the SIGIR 2026 tutorial on temporal information retrieval and extraction, covering foundational conc…
      HTML
      •0•0•0•0•Updated Aug 10, 2026Aug 10, 2026

    • Context-Convergence-Inferential-QA

      Public
      Code and experiments for studying convergence-based passage construction in inferential QA, demonstrating improvements over cosine similarity in retrieval-augme…
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 15, 2026Jul 15, 2026

    • Pretraining-Exposure-Popularity

      Public
      Official repository for studying how pretraining exposure drives popularity bias in large language models.
      Python
      •
      MIT License
      •1•1•0•0•Updated Jul 15, 2026Jul 15, 2026

    • temporal-ir-qa-tutorial-www2026

      Public
      Tutorial website for "Temporal Information Retrieval and Question Answering in the Age of LLMs" at WWW 2026 Conference
      HTML
      •0•1•0•0•Updated Jul 7, 2026Jul 7, 2026

    • RecencyQA

      Public
      How often do Answers Change? Estimating Recency Requirements in Question Answering
      Python
      •
      MIT License
      •0•2•0•0•Updated Jul 2, 2026Jul 2, 2026

    • Argus-Retriever

      Public
      Region-Aware Query-Conditioned Mixture-of-Experts for Visual Document Retrieval
      0•6•0•0•Updated Jun 7, 2026Jun 7, 2026

    • hlqa

      Public
      Collaborative Reasoning and Human-Centered QA in the GenAI Era
      HTML
      •
      MIT License
      •0•0•0•0•Updated Jun 1, 2026Jun 1, 2026

    • Rankify

      Public
      🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark dat…
      nlpagentinformation-retrieval
      nlpagentinformation-retrievalairetrievalquestion-answeringrerankingragranked-retrievalllm
      Python
      •71•682•2•6•Updated May 6, 2026May 6, 2026

    • TemporalQA-Survey

      Public
      Survey of datasets, methods, and tools for Temporal Question Answering.
      0•6•0•0•Updated Apr 17, 2026Apr 17, 2026

    • DataScienceUIBK.github.io

      Public
      HTML
      •0•0•0•0•Updated Apr 13, 2026Apr 13, 2026

    • Q-DAPS

      Public
      Estimate question difficulty for LLMs via answer plausibility scoring and entropy-based uncertainty.
      MIT License
      •0•0•0•0•Updated Apr 9, 2026Apr 9, 2026

    • LLM-Retrievers-Beyond-Relevance

      Public
      Official repository for "Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead", accepted at SIGIR 202…
      0•1•0•0•Updated Apr 4, 2026Apr 4, 2026

    • Parse

      Public
      An Open-Domain Reasoning Question Answering Benchmark for Persian
      HTML
      •
      MIT License
      •1•3•0•0•Updated Feb 7, 2026Feb 7, 2026

    • tempoeval

      Public
      Python
      •
      MIT License
      •1•3•0•0•Updated Feb 5, 2026Feb 5, 2026

    • TempRetriever

      Public
      TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions Accepted at WSDM main 2026
      0•1•0•0•Updated Dec 1, 2025Dec 1, 2025

    • RankArena

      Public
      RankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback — CIKM ’25, Seoul, Nov 10–14, 2025.
      Python
      •
      Apache License 2.0
      •1•4•0•0•Updated Nov 26, 2025Nov 26, 2025

    • ComplexTempQA

      Public
      Python
      •
      Creative Commons Zero v1.0 Universal
      •2•12•3•0•Updated Nov 11, 2025Nov 11, 2025

    • DeAR-Reranking

      Public
      DeAR (Deep Agent Rank): Dual-Stage Document Reranking with Reasoning Agents Accepted at EMNLP Findings 2025
      Python
      •0•8•1•0•Updated Oct 23, 2025Oct 23, 2025

    • HintQA

      Public
      Exploring Hint Generation Approaches in Open-Domain Question Answering
      Jupyter Notebook
      •
      MIT License
      •2•31•0•0•Updated Sep 19, 2025Sep 19, 2025

    • llm-reranking-generalization-study

      Public
      How Good are LLM-based Rerankers? Accepted at EMNLP Findings 2025
      retrievalleaderboarddataset
      retrievalleaderboarddatasetrerankingrerankerllm
      Apache License 2.0
      •0•12•0•0•Updated Aug 28, 2025Aug 28, 2025

    • MultiOCR-QA

      Public
      Evaluating Robustness of LLMs in Question Answering on Multilingual NOisy OCR Data
      Python
      •
      MIT License
      •0•6•0•0•Updated Aug 20, 2025Aug 20, 2025
    ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.