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@DataScienceUIBK Data Science Group at Univ. of Innsbruck

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    29 repositories

    • TemporalQA-Survey

      Public
      Survey of datasets, methods, and tools for Temporal Question Answering.
      0•2•0•0•Updated Apr 17, 2026Apr 17, 2026

    • HintEval

      Public
      HintEval💡: A Comprehensive Framework for Hint Generation and Evaluation for Questions
      nlpeducationqa
      nlpeducationqanatural-language-processinginformation-retrievalframeworkpython-librarypython-libevaluationquestion-answering
      Python
      •
      Apache License 2.0
      •3•36•0•0•Updated Apr 16, 2026Apr 16, 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
      •1•1•0•0•Updated Apr 15, 2026Apr 15, 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 Apr 13, 2026Apr 13, 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

    • BracketRank

      Public
      0•0•0•0•Updated Apr 8, 2026Apr 8, 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
      •0•1•0•0•Updated Apr 8, 2026Apr 8, 2026

    • Pretraining-Exposure-Popularity

      Public
      Official repository for studying how pretraining exposure drives popularity bias in large language models.
      Python
      •
      MIT License
      •0•1•0•0•Updated Apr 8, 2026Apr 8, 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

    • SustainableQA

      Public
      SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy Reporting
      Python
      •
      Other
      •2•43•1•0•Updated Mar 20, 2026Mar 20, 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
      •68•676•5•2•Updated Mar 7, 2026Mar 7, 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 Feb 24, 2026Feb 24, 2026

    • RecencyQA

      Public
      How often do Answers Change? Estimating Recency Requirements in Question Answering
      MIT License
      •0•1•0•0•Updated Feb 15, 2026Feb 15, 2026

    • Parse

      Public
      An Open-Domain Reasoning Question Answering Benchmark for Persian
      HTML
      •
      MIT License
      •1•2•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•3•0•0•Updated Nov 26, 2025Nov 26, 2025

    • ComplexTempQA

      Public
      Python
      •
      Creative Commons Zero v1.0 Universal
      •2•11•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•30•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

    • ChroniclingAmericaQA

      Public
      ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages
      Python
      •
      MIT License
      •1•14•0•0•Updated Aug 19, 2025Aug 19, 2025

    • PlausibleQA

      Public
      Wrong Answers Can Also Be Useful: PlausibleQA — A QA Dataset with Answer Plausibility Scores
      MIT License
      •2•9•0•0•Updated Jul 27, 2025Jul 27, 2025

    • WikiHint

      Public
      WikiHint: A Human-Annotated Dataset for Hint Ranking and Generation
      Python
      •
      MIT License
      •1•4•0•0•Updated Jul 27, 2025Jul 27, 2025

    • TriviaHG

      Public
      A Dataset for Automatic Hint Generation from Factoid Questions
      Python
      •
      MIT License
      •2•28•0•0•Updated Jul 27, 2025Jul 27, 2025

    • TempAmbiQA

      Public
      Detecting Temporal Ambiguity in Questions
      MIT License
      •0•4•0•0•Updated Nov 26, 2024Nov 26, 2024

    • ArabicaQA

      Public
      ArabicaQA: Comprehensive Dataset for Arabic Question Answering accepted at SIGIR 2024
      Python
      •
      MIT License
      •7•18•0•0•Updated Jul 28, 2024Jul 28, 2024
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