Awesome Databases

Key papers

• M3: Conversational LLMs Simplify Secure Clinical Data Access, Understanding, and Analysis (2025)
  Rafi Al Attrach et al.
  5.72
• MetaConfigurator: AI-Assisted RDF Authoring from JSON Data (2026)
  Felix Neubauer et al.
  5.01
• Ensembles of Large Language Models for Identifying EQ-5D Studies in PubMed Based on Their Abstracts (2026)
  Zhyar Rzgar K. Rostam et al.
  5.01
• A BART-based approach with hierarchical strategy for Vietnamese abstractive multi-document summarization (2026)
  Vu Nguyen Nguyen Xuan et al.
  5.01
• VCG: A Multimodal Retrieval Framework for E-Commerce Video Feeds under Extreme Cold-Start Conditions (2026)
  Katya Mirylenka et al.
  5.01
• FineREX: Fine-Tuned NER-RE for Human Smuggling Knowledge Graphs (2026)
  Elijah Feldman et al.
  5.01
• Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method (2026)
  Kyoungmin Kim et al.
  4.39
• Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts (2026)
  Xu Li et al.
  4.39
• Hyperdimensional computing for structured querying on tabular data embeddings (2026)
  Sebasti\'an Bugedo et al.
  4.39
• Semantics-Enhanced Retrieval-Augmented Time Series Forecasting (2026)
  Shiqiao Zhou et al.
  4.39
• Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? (2026)
  Jakob Mraz et al.
  4.39
• Ricci-Filtration: Boosting Retrieval-Augmented Generation Reranker to Query-Answer Tasks by Discrete Ricci Flow (2026)
  Tian Qin et al.
  4.39
• AthDGC: An Open Diachronic Greek Treebank with Indo-European Parallels (2026)
  Nikolaos Lavidas et al.
  4.39
• A Unified Framework for Context-Aware and Relation-Aware Graph Retrieval-Augmented Generation (2026)
  Haoyang Zhong et al.
  4.39
• GLARE: A Natural Language Interface for Querying Global Explanations (2026)
  Bhavan Vasu et al.
  4.39
• Policy-aware Vector Search: A Vision for Fine Grained Access Control in Vector Databases (2026)
  Lakshmi Sahithi Yalamarthi et al.
  4.39
• Implicit Semantic-Aware Communication Based on Hypergraph Reasoning (2026)
  Yiwei Liao et al.
  4.39
• CHRONOS: Temporally-Aware Multi-Agent Coordination for Evolving Data Marketplaces (2026)
  Joydeep Chandra
  4.33
• LECTOR: Joint Optimization of Scientific Reasoning Graphs and Introduction Generation (2026)
  Jiabei Xiao et al.
  4.33
• DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering (2025)
  Rong Cheng et al.
  3.75
• DataEvolver: Automatic Data Preparation for Large Language Models through Multi-Level Self-Evolving (2026)
  Chao Deng et al.
  3.51
• Efficient Table QA via TableGrid Navigation and Progressive Inference Prompting (2026)
  Amritansh Maurya et al.
  3.45
• Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration (2026)
  Chuangtao Ma et al.
  3.27
• An Entity Linking Agent for Question Answering (2025)
  Yajie Luo et al.
  3.04
• Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding (2025)
  Sakhinana Sagar Srinivas et al.
  2.28
• LLM-TabLogic: Preserving Inter-Column Logical Relationships in Synthetic Tabular Data via Prompt-Guided Latent Diffusion (2026)
  Yunbo Long et al.
  2.00
• Retrieval-Augmented Large Language Models for Schema-Constrained Clinical Information Extraction (2026)
  A H M Rezaul Karim et al.
  2.00
• ChartDesign: Towards LLM Designer of Data Visualization (2026)
  Mohammed Afaan Ansari et al.
  2.00
• HPC-LLM: Practical Domain Adaptation and Retrieval-Augmented Generation for HPC Support (2026)
  Nourin Shahin et al.
  2.00
• LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots (2026)
  Haoran Sun et al.
  2.00
• LogRouter: Adaptive Two-Level LLM Routing for Log Question Answering in Big Data Systems (2026)
  Mert Coskuner et al.
  2.00
• Hyrax: An Extensible Framework for Rapid ML Experimentation and Unsupervised Discovery in the Era of Rubin, Roman, and Euclid (2026)
  Aritra Ghosh et al.
  2.00
• DeepJEB++: Foundation Model-Driven Large-Scale 3D Engineering Dataset via 2D Latent Space Augmentation (2026)
  Soyoung Yoo et al.
  2.00
• Retrieval-augmented Reasoning For Chartered Accountancy (2026)
  Jatin Gupta, Akhil Sharma, Saransh Singhania, et al.
  2.00
• Pexa: Parallel Exploration Agent For Complex Text-to-sql (2026)
  Tanmay Parekh, Ella Hofmann-Coyle, Shuyi Wang, et al.
  2.00
• Dingent: An Easily Deployable Database Retrieval and Integration Agent framework (2026)
  Demian Kong et al.
  2.00
• Siriushelper: An LLM Agent-based Operations Assistant For Big Data Platforms (2026)
  Yu Shen, Shiyang Liu, Qihang He, et al.
  2.00
• Webaggregator: Enhancing Compositional Reasoning Capabilities Of Deep Research Agent Foundation Models (2026)
  Rui Wang, Ce Zhang, Jun-Yu Ma, et al.
  2.00
• Self-reinforcing Controllable Synthesis Of Rare Relational Data Via Bayesian Calibration (2026)
  Chongsheng Zhang, Hao Wang, Zelong Yu, et al.
  2.00
• RAGnaroX: A Secure, Local-Hosted ChatOps Assistant Using Small Language Models (2026)
  Benedikt Dornauer et al.
  1.89
• DataCross: A Unified Benchmark and Agent Framework for Cross-Modal Heterogeneous Data Analysis (2026)
  Ruyi Qi et al.
  1.72
• Bid Farewell to Seesaw: Towards Accurate Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intents (2025)
  Xiao Wang et al.
  1.61
• AI for Distributed Systems Design: Scalable Cloud Optimization Through Repeated LLMs Sampling And Simulators (2025)
  Jacopo Tagliabue
  1.56
• Relation-Aware Bayesian Optimization of DBMS Configurations Guided by Affinity Scores (2025)
  Sein Kwon et al.
  1.56
• Language-Native Materials Processing Design by Lightly Structured Text Database and Reasoning Large Language Model (2025)
  Yuze Liu et al.
  1.50
• Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs (2025)
  Travis Thompson et al.
  1.33
• Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement (2025)
  Yinlin Zhu et al.
  1.28
• Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization (2025)
  Yutao Zhu et al.
  1.28
• KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs (2025)
  Qi Zhao et al.
  1.11
• Learning Index Selection with Structured Action Spaces (2019)
  Jeremy Welborn et al.
  —
• Good Intentions: Adaptive Parameter Management via Intent Signaling (2022)
  Alexander Renz-Wieland et al.
  —
• InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration (2024)
  Fali Wang et al.
  —
• IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads (2024)
  Taiyi Wang et al.
  —