Awesome Information Retrieval

Key papers

• FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining (2026)
  Jinghong Lan et al.
  12.10
• La representaci\'on de la variaci\'on contextual mediante definiciones terminol\'ogicas flexibles (2016)
  Antonio San Mart\'in
  6.34
• M3: Conversational LLMs Simplify Secure Clinical Data Access, Understanding, and Analysis (2025)
  Rafi Al Attrach et al.
  5.72
• How Fine-Grained Should a RAG Benchmark Be? A Hierarchical Framework for Synthetic Question Generation (2026)
  Chase M. Fensore et al.
  5.49
• Token Factory: Efficiently Integrating Diverse Signals into Large Recommendation Models (2026)
  Xilun Chen et al.
  5.49
• Structuring and Tokenizing Distributed User Interest Context for Generative Recommendation (2026)
  Ruizhong Qiu et al.
  5.49
• MetaConfigurator: AI-Assisted RDF Authoring from JSON Data (2026)
  Felix Neubauer et al.
  5.01
• Doc-to-Atom: Learning to Compile and Compose Memory Atoms (2026)
  Xingjian Diao 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
• DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence (2026)
  DeepSeek-AI et al.
  5.01
• Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics (2026)
  Zhengheng Li et al.
  5.01
• Detecting Hallucinations for Large Language Model-based Knowledge Graph Reasoning (2026)
  Xinyan Zhu 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
• Confidence Calibration for Multimodal LLMs: An Empirical Study through Medical VQA (2026)
  Yuetian Du et al.
  5.01
• ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval (2026)
  Yuhan Liu et al.
  5.01
• Beyond Text and Tables: Vision-Language Model Integration in ComProScanner for Extracting Materials Data from Scientific Figures with High Accuracy (2026)
  Aritra Roy et al.
  4.39
• Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts (2026)
  Xu Li et al.
  4.39
• Cross-Dataset Bloom Question Classification: Supervised Models and Prompted LLMs (2026)
  Abdolali Faraji et al.
  4.39
• Hyperdimensional computing for structured querying on tabular data embeddings (2026)
  Sebasti\'an Bugedo et al.
  4.39
• Context-aware Modality-Topology Co-Alignment for Multimodal Attributed Graphs (2026)
  Sirui Zhang 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
• Vernier: Probing Representational Misalignment Behind Lexical Gaps in Causal Reasoning (2026)
  Zhenyu Yu
  4.39
• A Unified Framework for Context-Aware and Relation-Aware Graph Retrieval-Augmented Generation (2026)
  Haoyang Zhong et al.
  4.39
• LLM Doesn't Know What It Doesn't Know: Detecting Epistemic Blind Spots via Cross-Model Attribution Divergence on Clinical Tabular Data (2026)
  Akshat Dasula et al.
  4.39
• Toten: Knowledge-Based Ontological Tokenization Of Physical Quantities And Technical Notation In Brazilian Portuguese (2026)
  Antonio de Sousa Leit\~ao Filho et al.
  4.39
• GLARE: A Natural Language Interface for Querying Global Explanations (2026)
  Bhavan Vasu et al.
  4.39
• Implicit Semantic-Aware Communication Based on Hypergraph Reasoning (2026)
  Yiwei Liao et al.
  4.39
• LECTOR: Joint Optimization of Scientific Reasoning Graphs and Introduction Generation (2026)
  Jiabei Xiao et al.
  4.33
• Eliot: Interactively $\underline{E}$xploring Fast-Changing Scientific $\underline{Li}$terature Trends with $\underline{O}$nline Da$\underline{t}$a and Learning (2026)
  Bernardo A. Denkvitts 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
• SD-GRPO: Verifiable Segment Decomposition for Long-Form Vision-Language Generation (2026)
  Hyunwoong Kim et al.
  3.51
• Effective Reinforcement Learning for Agentic Search by Recycling Zero-Variance Queries During Training (2026)
  Jo\~ao Coelho et al.
  3.51
• IUU+DB: Tracking Illegal, Unreported, and Unregulated Fishing, Seafood Fraud, and Labor Abuse through LLM-driven Information Extraction (2026)
  Henry Bodwell et al.
  3.51
• Efficient Table QA via TableGrid Navigation and Progressive Inference Prompting (2026)
  Amritansh Maurya et al.
  3.45
• Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG (2026)
  Yubo Li et al.
  3.45
• Entity-Collision: A Stratified Protocol for Attributing Retrieval Lift in Agent Memory (2026)
  Youwang Deng
  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
• QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation (2026)
  Dehai Min et al.
  2.00
• Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning (2026)
  Chengwen Liu et al.
  2.00
• EmergentBridge: Improving Zero-Shot Cross-Modal Transfer in Unified Multimodal Embedding Models (2026)
  Jincheng Xie 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
• ScreenSearch: Uncertainty-Aware OS Exploration (2026)
  Michael Solodko 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
• SD-Search: On-Policy Hindsight Self-Distillation for Search-Augmented Reasoning (2026)
  Yufei Ma 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
• MolE-RAG: Molecular Structure-Enhanced Retrieval-Augmented Generation for Chemistry (2026)
  Joey Chan et al.
  2.00
• DeMix: Debugging Training Data with Mixed Data Error Types by Investigating Influence Vectors (2026)
  Jiale Deng et al.
  2.00
• Retrieval-augmented Reasoning For Chartered Accountancy (2026)
  Jatin Gupta, Akhil Sharma, Saransh Singhania, et al.
  2.00
• Large Language Model Chatbot with Retrievalaugmented Generation and Function Calling for Indonesian Article 21 Withholding Tax Support (2026)
  Verren Angelina Saputra 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