mlsanityData to 7 Oct 2026

Retrieval-augmented generation

15 directions · 4,218 papers · 16 this week

Busiest this week

Most new since Mon 5 Oct

Generation and context integration

407 papers3 this weekLow confidence in this grouping: the papers may belong to more than one topic, or the group may changeLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · About

  1. Does Document Structure Help Dense Retrieval? A Placebo-Controlled Ablation of Four Mechanisms Across Two Corpora
  2. EntroPrefill: Renyi-Guided Context Pruning with Conditional Stability Guarantees for Retrieval-Augmented Generation
  3. UNREAL: Unifying Retrieval and Long-Context with a Single Model
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All directions

Largest first · week from Mon 5 Oct

  1. RAG pipeline design and evaluationrag, generation, retrieval, llmsLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · About7061Low confidence in this grouping: the papers may belong to more than one topic, or the group may change
  2. RAG robustness and adaptive retrievalrag, generation, retrieval, retrieval-augmentedLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · About5892Low confidence in this grouping: the papers may belong to more than one topic, or the group may change
  3. Knowledge-graph and structured-knowledge RAGgraph, knowledge, reasoning, retrievalHigh confidence in this grouping: the papers form one clear topic · About4601High confidence in this grouping: the papers form one clear topic
  4. Agentic RAG, agents and memoryreasoning, rag, retrieval, retrieval-augmentedMedium confidence in this grouping: mostly one topic, with blurry edges · About4492Medium confidence in this grouping: mostly one topic, with blurry edges
  5. Multimodal RAGmultimodal, visual, retrieval, generationMedium confidence in this grouping: mostly one topic, with blurry edges · About4101Medium confidence in this grouping: mostly one topic, with blurry edges
  6. Generation and context integrationlanguage, retrieval, retrieval-augmented, generationLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · About4073Low confidence in this grouping: the papers may belong to more than one topic, or the group may change
  7. Privacy and security of RAGrag, attacks, attack, generationHigh confidence in this grouping: the papers form one clear topic · About3781High confidence in this grouping: the papers form one clear topic
  8. Medical and biomedical RAGmedical, clinical, retrieval, generationHigh confidence in this grouping: the papers form one clear topic · About3071High confidence in this grouping: the papers form one clear topic
  9. Legal and financial RAGlegal, financial, retrieval, ragHigh confidence in this grouping: the papers form one clear topic · About1301High confidence in this grouping: the papers form one clear topic
  10. RAG for codecode, generation, code generation, completionHigh confidence in this grouping: the papers form one clear topic · About1090High confidence in this grouping: the papers form one clear topic
  11. Hallucination detection in RAGhallucination, hallucinations, detection, hallucination detectionHigh confidence in this grouping: the papers form one clear topic · About740High confidence in this grouping: the papers form one clear topic
  12. Conversational and speech RAGdialogue, conversational, speech, generationHigh confidence in this grouping: the papers form one clear topic · About730High confidence in this grouping: the papers form one clear topic
  13. RAG for recommendationrecommendation, user, recommender, recommendationsHigh confidence in this grouping: the papers form one clear topic · About500High confidence in this grouping: the papers form one clear topic
  14. Time series and agricultural RAGforecasting, time series, series, timeMedium confidence in this grouping: mostly one topic, with blurry edges · About441Medium confidence in this grouping: mostly one topic, with blurry edges
  15. Vector search and ANN indexessearch, vector, nearest, annsHigh confidence in this grouping: the papers form one clear topic · About320High confidence in this grouping: the papers form one clear topic
2 new this week aren’t in a direction yet
  1. AI-Decision Checkpoints for AI-Augmented Business Process Management: Framework and Educational Instantiation
  2. Relational Synthesis: Structure-Mediated Concatenative Synthesis for Foley and Retrieval-Augmented Audio Generation

Weekly activity

Papers per week, 22 Jun – 5 Oct (last week partial)

  1. DirectionConfidencepapers16 wks
  2. RAG robustness and adaptive retrievalLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · AboutLow confidence in this grouping: the papers may belong to more than one topic, or the group may changePer week: 22 Jun: 6; 29 Jun: 8; 6 Jul: 2; 13 Jul: 5; 20 Jul: 1; 27 Jul: 6; 3 Aug: 8; 10 Aug: 4; 17 Aug: 9; 24 Aug: 12; 31 Aug: 3; 7 Sep: 9; 14 Sep: 6; 21 Sep: 6; 28 Sep: 3; 5 Oct: 258990
  3. Agentic RAG, agents and memoryMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 4; 29 Jun: 6; 6 Jul: 1; 13 Jul: 2; 20 Jul: 6; 27 Jul: 6; 3 Aug: 4; 10 Aug: 3; 17 Aug: 6; 24 Aug: 9; 31 Aug: 6; 7 Sep: 5; 14 Sep: 6; 21 Sep: 2; 28 Sep: 7; 5 Oct: 244975
  4. Generation and context integrationLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · AboutLow confidence in this grouping: the papers may belong to more than one topic, or the group may changePer week: 22 Jun: 1; 29 Jun: 4; 6 Jul: 2; 13 Jul: 2; 20 Jul: 2; 27 Jul: 4; 3 Aug: 8; 10 Aug: 4; 17 Aug: 3; 24 Aug: 2; 31 Aug: 6; 7 Sep: 3; 14 Sep: 5; 21 Sep: 7; 28 Sep: 2; 5 Oct: 340758
  5. Knowledge-graph and structured-knowledge RAGHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 4; 29 Jun: 7; 6 Jul: 6; 13 Jul: 5; 20 Jul: 0; 27 Jul: 4; 3 Aug: 2; 10 Aug: 7; 17 Aug: 3; 24 Aug: 7; 31 Aug: 9; 7 Sep: 6; 14 Sep: 3; 21 Sep: 5; 28 Sep: 5; 5 Oct: 146074
  6. Privacy and security of RAGHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 6; 29 Jun: 3; 6 Jul: 0; 13 Jul: 2; 20 Jul: 1; 27 Jul: 5; 3 Aug: 6; 10 Aug: 4; 17 Aug: 8; 24 Aug: 4; 31 Aug: 6; 7 Sep: 8; 14 Sep: 5; 21 Sep: 4; 28 Sep: 4; 5 Oct: 137867
  7. Multimodal RAGMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 6; 29 Jun: 2; 6 Jul: 4; 13 Jul: 1; 20 Jul: 4; 27 Jul: 4; 3 Aug: 3; 10 Aug: 3; 17 Aug: 3; 24 Aug: 6; 31 Aug: 4; 7 Sep: 4; 14 Sep: 4; 21 Sep: 1; 28 Sep: 5; 5 Oct: 141055
  8. RAG pipeline design and evaluationLow confidence in this grouping: the papers may belong to more than one topic, or the group may change · AboutLow confidence in this grouping: the papers may belong to more than one topic, or the group may changePer week: 22 Jun: 4; 29 Jun: 4; 6 Jul: 4; 13 Jul: 2; 20 Jul: 6; 27 Jul: 6; 3 Aug: 4; 10 Aug: 2; 17 Aug: 4; 24 Aug: 1; 31 Aug: 3; 7 Sep: 7; 14 Sep: 4; 21 Sep: 1; 28 Sep: 4; 5 Oct: 170657
  9. Medical and biomedical RAGHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 4; 29 Jun: 0; 6 Jul: 3; 13 Jul: 2; 20 Jul: 2; 27 Jul: 3; 3 Aug: 0; 10 Aug: 1; 17 Aug: 1; 24 Aug: 2; 31 Aug: 4; 7 Sep: 0; 14 Sep: 2; 21 Sep: 2; 28 Sep: 1; 5 Oct: 130728
  10. Legal and financial RAGHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 0; 29 Jun: 0; 6 Jul: 1; 13 Jul: 2; 20 Jul: 2; 27 Jul: 1; 3 Aug: 1; 10 Aug: 2; 17 Aug: 4; 24 Aug: 3; 31 Aug: 1; 7 Sep: 1; 14 Sep: 0; 21 Sep: 3; 28 Sep: 2; 5 Oct: 113024
  11. Hallucination detection in RAGHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 0; 29 Jun: 3; 6 Jul: 0; 13 Jul: 0; 20 Jul: 1; 27 Jul: 0; 3 Aug: 2; 10 Aug: 0; 17 Aug: 0; 24 Aug: 1; 31 Aug: 0; 7 Sep: 1; 14 Sep: 0; 21 Sep: 0; 28 Sep: 2; 5 Oct: 07410
  12. Time series and agricultural RAGMedium confidence in this grouping: mostly one topic, with blurry edges · AboutMedium confidence in this grouping: mostly one topic, with blurry edgesPer week: 22 Jun: 0; 29 Jun: 0; 6 Jul: 0; 13 Jul: 1; 20 Jul: 0; 27 Jul: 1; 3 Aug: 2; 10 Aug: 2; 17 Aug: 0; 24 Aug: 0; 31 Aug: 1; 7 Sep: 1; 14 Sep: 1; 21 Sep: 0; 28 Sep: 0; 5 Oct: 14410
  13. Conversational and speech RAGHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 0; 29 Jun: 0; 6 Jul: 0; 13 Jul: 0; 20 Jul: 0; 27 Jul: 0; 3 Aug: 0; 10 Aug: 1; 17 Aug: 0; 24 Aug: 1; 31 Aug: 0; 7 Sep: 2; 14 Sep: 0; 21 Sep: 0; 28 Sep: 1; 5 Oct: 0735
  14. Vector search and ANN indexesHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 0; 29 Jun: 0; 6 Jul: 1; 13 Jul: 0; 20 Jul: 0; 27 Jul: 1; 3 Aug: 0; 10 Aug: 1; 17 Aug: 0; 24 Aug: 0; 31 Aug: 0; 7 Sep: 0; 14 Sep: 1; 21 Sep: 0; 28 Sep: 0; 5 Oct: 0324
  15. RAG for codeHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 0; 29 Jun: 1; 6 Jul: 1; 13 Jul: 0; 20 Jul: 0; 27 Jul: 1; 3 Aug: 1; 10 Aug: 0; 17 Aug: 1; 24 Aug: 0; 31 Aug: 1; 7 Sep: 2; 14 Sep: 0; 21 Sep: 0; 28 Sep: 0; 5 Oct: 01098
  16. RAG for recommendationHigh confidence in this grouping: the papers form one clear topic · AboutHigh confidence in this grouping: the papers form one clear topicPer week: 22 Jun: 0; 29 Jun: 0; 6 Jul: 0; 13 Jul: 0; 20 Jul: 0; 27 Jul: 0; 3 Aug: 1; 10 Aug: 0; 17 Aug: 1; 24 Aug: 0; 31 Aug: 0; 7 Sep: 0; 14 Sep: 0; 21 Sep: 0; 28 Sep: 0; 5 Oct: 0502