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@DataScienceUIBK Data Science Group at Univ. of Innsbruck

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    Repositories list

    40 repositories

    • RETECO

      Public
      RETECO: A SemEval-2027 Shared Task on Reasoning-Oriented Retrieval
      information-retrievalllmllms
      information-retrievalllmllmsllm-agentllm-securityllm-inferencellm-toolsllm-evaluationllm-agents
      Python
      •4•7•0•0•Updated Oct 28, 2026Oct 28, 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 Oct 23, 2026Oct 23, 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 Oct 23, 2026Oct 23, 2026

    • RecencyQA

      Public
      How often do Answers Change? Estimating Recency Requirements in Question Answering
      Python
      •
      MIT License
      •0•3•0•0•Updated Oct 23, 2026Oct 23, 2026

    • uibk-embedding

      Public
      0•0•0•0•Updated Oct 19, 2026Oct 19, 2026

    • MemRevise

      Public
      MemRevise: a revisable memory for conversational search, with the ConvRevise benchmark
      benchmarkinformation-retrievalmemory
      benchmarkinformation-retrievalmemoryconversational-searchcolbertlate-interaction
      Python
      •
      MIT License
      •0•0•0•0•Updated Oct 18, 2026Oct 18, 2026

    • Parse

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

    • PopMCQ

      Public
      Large Language Models Systematically Favor Popular Options: Evidence and Mitigation Across MCQs
      Python
      •
      Other
      •0•1•0•0•Updated Sep 30, 2026Sep 30, 2026

    • SmallReason-ColBERT

      Public
      SmallReason-ColBERT: An Ultra-Small Late-Interaction Retriever for Reasoning Intensive Retrieval
      Python
      •
      Apache License 2.0
      •1•8•0•0•Updated Sep 30, 2026Sep 30, 2026

    • temporal-confidence-calibration

      Public
      Code and experiments for studying temporal confidence calibration in large language models across temporally grounded question answering benchmarks.
      0•0•0•0•Updated Sep 30, 2026Sep 30, 2026

    • TemporalQA-Survey

      Public
      [ACL 2026] The official GitHub repo for the survey paper "It's High Time: A Survey of Temporal Question Answering"
      natural-language-processinginformation-retrievalinformation-extraction
      natural-language-processinginformation-retrievalinformation-extractionquestion-answeringtemporal-informationtemporal-information-extractionlarge-language-modelstemporal-information-retrievaltemporal-question-answering
      Creative Commons Attribution 4.0 International
      •0•6•1•0•Updated Sep 30, 2026Sep 30, 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•683•2•6•Updated Sep 7, 2026Sep 7, 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

    • 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•7•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

    • 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

    • Argus-Retriever

      Public
      Region-Aware Query-Conditioned Mixture-of-Experts for Visual Document Retrieval
      0•6•1•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

    • InferentialQA

      Public
      A benchmark and task for answering questions by inferring answers from indirect (answer-supporting) evidence rather than answer-containing passages.
      Python
      •
      MIT License
      •0•1•0•0•Updated Apr 15, 2026Apr 15, 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

    • 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•13•3•0•Updated Nov 11, 2025Nov 11, 2025
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