Factual Recall

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16 papers in the last 28 days · 0.3% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Agent MemoryLong-Term MemoryLarge Language Model MemoryRetrieval RecallMemory-Augmented Large Language ModelsExplicit MemoryLong-Term Conversational MemoryHierarchical Graph Memory

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Factual Recall.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Factual Recall.

Period ending 2026-09-07

7 new papers

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111 papers

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  1. Disentangling Visual and Factual Correctness in LVLMs' Visualization Literacy

    Jun 2, 2026Soohyun Lee, Jaeyoung Kim, Seokhyeon Park +5Large Vision Language ModelsVisual Reasoning

  2. R^3: Composed Video Retrieval via Reasoning-Guided Recalling and Re-ranking

    May 31, 2026Zixu Li, Yupeng Hu, Zhiheng Fu +3Composed Image RetrievalVideos

  3. Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models

    May 30, 2026S M Tahmid Siddiqui, Akib Jawad Ononto, Anoop Singhal +1Large Language Model HallucinationLarge Language Model Reliability

  4. Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism

    May 29, 2026Haoxiang Zhang, Qixin Xu, Zhuofeng Li +4Search AgentsSingle-Agent Baselines

  5. Human-Alignment, Calibration, and Activation Patterns in Large Language Model Uncertainty

    May 29, 2026Kyle Moore, Jesse Roberts, Daryl Watson +2Large Language Model UncertaintyHallucinations

  6. How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

    May 28, 2026Ziwen Xu, Haiwen Hong, Linsong Yu +4Large Language Model MemoryLarge Language Model Fine-Tuning

  7. Entity-Collision: A Stratified Protocol for Attributing Retrieval Lift in Agent Memory

    May 28, 2026Youwang DengAgent MemoryFactual Recall

  8. Ask Now, Use Later: Benchmarking the Proactivity Gap in Long-Lived LLM Agents

    May 27, 2026Bin Wu, Guanyun Zou, Bingbing Wang +2Large Language Model AgentsProactive

  9. Fine-Tuning Dynamics of In-Context Factual Recall in Transformers

    May 26, 2026Ruomin Huang, Eshaan Nichani, Jason D. Lee +1In-Context LearningIn-Context

  10. Do Factual Recall Mechanisms Carry over from Text to Speech in Multimodal Language Models?

    May 21, 2026Luca Modica, Filip Landin, Mehrdad Farahani +3Multi-Modal Large Language ModelsFactual Recall

  11. Graph-Augmented Retrieval for Cross-Entity Financial Sentiment Analysis: A Comparative Study

    May 19, 2026Rajan Bastakoti, Sagar Bhetwal, Nirajan Acharya +1Financial Sentiment AnalysisGraph-Based Retrieval Augmented Generation

  12. Predictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency

    May 18, 2026Matthew L. Smith, Jonathan P. Shock, Samuel T. Segun +2Large Language Model PerformanceFactual Recall

  13. Data Presentation Over Architecture: Resampling Strategies for Credit Risk Prediction with Tabular Foundation Models

    May 18, 2026Aditya Tanna, Mitul Solanki, Mohamed Bouadi +3Credit Risk PredictionTabular Foundation Models

  14. MixSD: Mixed Contextual Self-Distillation for Knowledge Injection

    May 16, 2026Jiarui Liu, Lechen Zhang, Yongjin Yang +5Knowledge DistillationSupervised Fine-Tuning

  15. Recall Isn't Enough: Bounding Commitments in Personalized Language Systems

    May 15, 2026Rui Tang, Yichi Zhang, Xi Chen +4Label Constraint ModelingFactual Recall

  16. Improving Multi-turn Dialogue Consistency with Self-Recall Thinking

    May 14, 2026Renning Pang, Tian Lan, Leyuan Liu +3Multi-Turn ConversationsFactual Recall

  17. Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL

    May 14, 2026Jianbo Zhu, Xing Fang, Jing Wang +5ProductsBeam Search

  18. LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues

    May 12, 2026Di Wu, Zixiang Ji, Asmi Kawatkar +4Agent MemoryLong-Horizon Agents

  19. Geometric Factual Recall in Transformers

    May 12, 2026Shauli Ravfogel, Gilad Yehudai, Joan Bruna +1Transformer ArchitecturesFactual Recall

  20. Factual recall in linear associative memories: sharp asymptotics and mechanistic insights

    May 11, 2026Alessio Giorlandino, Sebastian Goldt, Antoine MaillardDense Associative MemoryFactual Recall

  21. MedMeta: A Benchmark for LLMs in Synthesizing Meta-Analysis Conclusion from Medical Studies

    May 10, 2026Huy Hoang Ha, Benoit Favre, Francois PortetSystematic ReviewClinical Reasoning

  22. Architecture, Not Scale: Circuit Localization in Large Language Models

    May 9, 2026Sohan VenkateshMechanistic InterpretabilityCircuits

  23. Beyond Reasoning: Reinforcement Learning Unlocks Parametric Knowledge in LLMs

    May 8, 2026Wanli Yang, Hongyu Zang, Junwei Zhang +5Large Language Model ReasoningFactual Recall

  24. Storage Is Not Memory: A Retrieval-Centered Architecture for Agent Recall

    May 6, 2026Joshua Adler, Guy ZehaviAgent MemoryAgentic Retrieval

  25. Recall to Predict: Grounding Motion Forecasting in Interpretable Motion Bank

    May 2, 2026Abhishek Vivekanandan, Ahmed Abouelazm, J. Marius ZöllnerHuman Motion PredictionFactual Recall

  26. Models Recall What They Violate: Constraint Adherence in Multi-Turn LLM Ideation

    Apr 30, 2026Garvin KruthofIdeasStructural Constraints

  27. From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction

    Apr 30, 2026Alex Petrov, Alexander Gusak, Denis Mukha +1Agent MemoryFactual Recall

  28. NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains

    Apr 30, 2026Shiyao Peng, Qianhe Zheng, Zhuodi Hao +7Factual RecallClick-Through Rate Prediction

  29. StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall

    Apr 29, 2026Yerong Wu, Tianxing Wu, Minghao Zhu +2Conversational BenchmarksLong-Term Conversational Memory

  30. Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity

    Apr 27, 2026Bojie LiFrontier ModelsFactual Recall

  31. RefEvo: Agentic Design with Co-Evolutionary Verification for Agile Reference Model Generation

    Apr 27, 2026Yifan Zhang, Jianmin Ye, Jiahao Yang +1Co-EvolutionModel Complexity

  32. The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation

    Apr 26, 2026Shuaizhi Cheng, Xiang Shi, Zhiwei Zhang +1Knowledge ConflictsLarge Language Model Adaptation

  33. Reasoning Primitives in Hybrid and Non-Hybrid LLMs: Do Architectural Differences Yield Advantages in State-Tracking and Recall?

    Apr 23, 2026Shivam Rawat, Lucie Flek, Florian Mai +1Large Language Model ReasoningSearch-Augmented Reasoning

  34. Semantic Recall for Vector Search

    Apr 22, 2026Leonardo Kuffo, Ioanna Tsakalidou, Roberta De Viti +3Approximate Nearest-Neighbor SearchRetrieval Recall

  35. From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents

    Apr 21, 2026Md Nayem Uddin, Kumar Shubham, Eduardo Blanco +2Agent MemoryLong-Term Memory

  36. Tracing Relational Knowledge Recall in Large Language Models

    Apr 21, 2026Nicholas Popovič, Michael FärberPer-Competency Bayesian Knowledge TracingLatent Representation

  37. Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents

    Apr 21, 2026Vasundra SrininvasanAgent DecisionsLong-Horizon

  38. Does Self-Consistency Improve the Recall of Encyclopedic Knowledge?

    Apr 21, 2026Sho Hoshino, Ukyo Honda, Peinan ZhangSelf-ConsistencyFactual Recall

  39. Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports

    Apr 21, 2026Yishu Wei, Yi Lin, Adam Flanders +2Radiology Report GenerationDisease Detection

  40. Gated Memory Policy

    Apr 21, 2026Yihuai Gao, Jinyun Liu, Shuang Li +1Visuomotor PolicyFactual Recall

  41. ArbGraph: Conflict-Aware Evidence Arbitration for Reliable Long-Form Retrieval-Augmented Generation

    Apr 20, 2026Qingying Niu, Yuhao Wang, Ruiyang Ren +2ArbitrationFactual Recall

  42. Latent Preference Modeling for Multi-Session Personalized Tool Calling

    Apr 20, 2026Yejin Yoon, Minseo Kim, Taeuk KimMulti-Turn Tool-Use AgentAgent Memory

  43. Stability and Generalization in Looped Transformers

    Apr 16, 2026Asher LabovichTransformer ArchitecturesFixed-Point Iteration

  44. The Rules-and-Facts Model for Simultaneous Generalization and Memorization in Neural Networks

    Mar 26, 2026Gabriele Farné, Fabrizio Boncoraglio, Lenka ZdeborováMemorizationSingular Learning Theory

  45. Alignment Whack-a-Mole : Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models

    Mar 21, 2026Xinyue Liu, Niloofar Mireshghallah, Jane C. Ginsburg +1RightsMemorization

  46. Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories

    Feb 2, 2026Ya Gao, Kalle Kujanpää, Pekka Marttinen +2Multi-Hop ReasoningKnowledge Distillation

  47. To Copy or Not to Copy: Copying Is Easier to Induce Than Recall

    Jan 17, 2026Mehrdad Farahani, Franziska Penzkofer, Richard JohanssonCloneFactual Recall

  48. Distributed Dynamic Associative Memory via Online Convex Optimization

    Nov 28, 2025Bowen Wang, Matteo Zecchin, Osvaldo SimeoneDense Associative MemoryLearning-Augmented Algorithms

  49. Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs

    Nov 8, 2025Renfei Zhang, Manasa Kaniselvan, Rylan Schaeffer abd Niloofar MireshghallahLarge Language Model ReasoningFactual Recall

  50. Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models

    Jan 14, 2025Shengsheng Zhou, Shuai Wang, Liang Ding +5Code GenerationFactual Recall

  51. Evaluating Memory Structure in LLM Agents

    Date pendingAlina Shutova, Alexandra Olenina, Ivan Vinogradov +1Agent MemoryLong-Term Memory