Retrieval Robustness

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1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

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  1. CORA: A Protocol for Diagnosing Boundary Robustness in Text-to-Audio Retrieval under Query Reformulations

    Sep 27, 2026Jae Min Woo, Kyongmin Kong, Bogyung Jeong +3Retrieval RobustnessQuery Reformulation

    Sogang University

  2. SCoNE: Selective Context-aware Neuron Editing for Robust Retrieval-Augmented Generation

    Sep 1, 2026Chaewon Kim, Seo Yeon ParkRetrieval-Augmented GenerationRetrieval Robustness

    Hanyang University

  3. TRIS: A Tri-Layer Retrieval Integrity Sieve Against Knowledge Poisoning

    Aug 31, 2026Muhaimin Bin Munir, Akib Jawad Ononto, Nazia Shehnaz Joynab +2RAG Poisoning AttacksRetrieval Robustness

    University of Texas at Dallas

  4. When Detection Does Not Guarantee Resistance: Reasoning and Poisoned Context in RAG

    Aug 17, 2026Mehrdad Ghassabi, Audrina Ebrahimi, Sadra Hakim +3Knowledge Conflicts in Language ModelsRAG Poisoning Attacks

    University of Isfahan · University of Texas at Dallas · University of Windsor

  5. Are Visual Place Recognition Models Recognizing Places or Conditions? Distractor-Augmented Evaluation and Condition Suppression

    Aug 7, 2026Beomsu Kim, Minwoo Jung, Giseop KimVisual Place RecognitionRetrieval Robustness

    Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea · Department of Mechanical Engineering, Seoul National University, Seoul, Republic of Korea

  6. A Triple-Robustness Analysis of Retrieval-Augmented Generation for Multi-Hop Requirements Traceability

    Aug 1, 2026Meftun Akarsu, Burak Özdemir, Doğancan Büyükçolak +1LLM-as-a-JudgeGraph Retrieval-Augmented Generation

    Turkish Aerospace Industries · Technical University of Munich

  7. TriShieldRAG: A Three-Ring Defense-in-Depth Framework Against Knowledge Corruption in Retrieval-Augmented Generation

    Jul 26, 2026Susil Kumar Mohanty, Rohit Patel, Kosuru Yuvaraj +2Retrieval-Augmented GenerationRAG Poisoning Attacks

    Department of Computer Science and Engineering, Indian Institute of Technology Jodhpur, Jodhpur, India

  8. Anti-Periodic Positional Encoding: Möbius Boundary Conditions Make In-Context Retrieval Reliable

    Jul 23, 2026Ji Ho BaeRotary Positional EmbeddingsIn-Context Retrieval

    JRTI, Seoul, 05855, Republic of Korea

  9. DeepStress: Stress-Testing Deep Search Agents

    Jul 15, 2026Ismael Rousseau, Geraldine Damnati, Frederic BechetAI Agent ReliabilityAI Agent Evaluation

    Orange Research, Lannion, France · Aix-Marseille Univ., CNRS, LIS UMR 7020, 13000 Marseille, France

  10. MIRAGE: Defending Long-Form RAG Against Misinformation Pollution

    Jul 6, 2026Saadeldine Eletter, Ruihong Zeng, Yuxia Wang +3RAG Poisoning AttacksRetrieval Robustness

    Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) · INSAIT, Sofia University St. Kliment Ohridski

  11. SPECTRA: Synthetic IR Test Collections with Relevance Oracles and Controlled Distractor Diagnostics

    May 29, 2026Eric LiangSynthetic Data GenerationRetrieval Robustness

    Oracle

  12. A Systems-Level Analysis of Sensitivity, Robustness, and Stability in Retrieval-Augmented Generation

    May 29, 2026Bharath Simha Reddy MuthyamRetrieval-Augmented GenerationRetrieval Robustness

    Independent Researcher

  13. SilentRetrieval: Hijacking Retrieval-Augmented Generation via Semantically-Preserving Adversarial Data Poisoning

    May 27, 2026Jiachen QianRetrieval-Augmented GenerationRAG Poisoning Attacks

    City University of Hong Kong · Hong Kong, Hong Kong

  14. High-Dimensional Concentration and Retrieval Instability in Embedding Spaces: Implications for Retrieval-Augmented Generation

    May 19, 2026Ernesto Lopez FuneNeural Representation GeometryRetrieval Robustness

    DE · Data Empirix, Paris, France

  15. When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context

    May 14, 2026Haojun Weng, Qianqian Yang, Hao Fu +2Retrieval-Augmented GenerationRetrieval Robustness

    Independent Researcher, California, USA · Independent Researcher, Beijing, China

  16. Architecture Matters: Comparing RAG Systems under Knowledge Base Poisoning

    May 7, 2026Samuel KornRetrieval-Augmented GenerationRAG Poisoning Attacks

  17. AdaGATE: Adaptive Gap-Aware Token-Efficient Evidence Assembly for Multi-Hop Retrieval-Augmented Generation

    May 4, 2026Yilin Guo, Yinshan Wang, Yixuan WangMulti-Hop QARetrieval-Augmented Generation

    Center for Data Science New York University · Tandon School of Engineering New York University

  18. Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation

    May 2, 2026Peiyang Liu, Qiang Yan, Ziqiang Cui +3Retrieval-Augmented GenerationLLM Hallucination Mitigation

    National Engineering Research Center for Software Engineering, Peking University Beijing, China · PX Securities Shenzhen, China · City University of Hong Kong Hong Kong SAR, China +2

  19. Improving Robustness of Tabular Retrieval via Representational Stability

    Apr 27, 2026Kushal Raj Bhandari, Adarsh Singh, Jianxi Gao +2Retrieval RobustnessInformation Retrieval

    Department of Computer Science Arizona State University Tempe, Arizona, USA · ScaleAI San Francisco, CA, USA

  20. Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval

    Apr 20, 2026HaeJun Yoo, Yongseop Shin, Insung Lee +2Audio-Language Model EvaluationMultimodal IR

    Sogang University

  21. On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability

    Apr 17, 2026Yongkang Li, Panagiotis Eustratiadis, Yixing Fan +1LLM EvaluationRetrieval Robustness

    University of Amsterdam, The Netherlands · Chinese Academy of Sciences, China

  22. Where Does Robustness Live? Neuron-Guided Adaptation for Retrieval-Augmented Language Models

    Apr 2, 2026Jae O Lee, Jaemin Kim, Sumyeong Ahn +1Retrieval-Augmented GenerationFine-Tuning

    1Hanyang University · 2KENTECH

  23. With Argus Eyes: Assessing Retrieval Gaps via Uncertainty Scoring to Detect and Remedy Retrieval Blind Spots

    Feb 10, 2026Zeinab Sadat Taghavi, Ali Modarressi, Hinrich Schutze +1Retrieval-Augmented GenerationRetrieval Robustness

    Lucerne University of Applied Sciences and Arts (HSLU) · Center for Information and Language Processing (CIS), Ludwig Maximilian University of Munich (LMU) · Munich Center for Machine Learning (MCML)