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Retrieval-augmented Generation

Papers archive 2025-07-28

archive papers tagged: 2,196 · with a code link: 777 · where Syntology ran a sample: 218 (176 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (218 of 2,196 tagged: 176 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument)

Page 22 of 22: papers 2,101 to 2,196 of 2,196, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge
  19 Feb 2024 0 repositories listed
• Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning
  19 Feb 2024 0 repositories listed
• Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation
  19 Feb 2024 0 repositories listed
• PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering
  16 Feb 2024 0 repositories listed
• Dense Passage Retrieval: Is it Retrieving?
  16 Feb 2024 0 repositories listed
• Generative AI in the Construction Industry: A State-of-the-art Analysis
  15 Feb 2024 0 repositories listed
• Grounding Language Model with Chunking-Free In-Context Retrieval
  15 Feb 2024 0 repositories listed
• Retrieval Augmented Thought Process for Private Data Handling in Healthcare
  12 Feb 2024 0 repositories listed
• T-RAG: Lessons from the LLM Trenches
  12 Feb 2024 0 repositories listed
• Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
  11 Feb 2024 0 repositories listed
• GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding
  9 Feb 2024 0 repositories listed
• Enhancing Retrieval Processes for Language Generation with Augmented Queries
  6 Feb 2024 0 repositories listed
• Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations
  5 Feb 2024 0 repositories listed
• Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation
  4 Feb 2024 0 repositories listed
• Locally-Adaptive Quantization for Streaming Vector Search
  3 Feb 2024 0 repositories listed
• Continual Learning for Large Language Models: A Survey
  2 Feb 2024 0 repositories listed
• Retrieval Augmented End-to-End Spoken Dialog Models
  2 Feb 2024 0 repositories listed
• CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
  2 Feb 2024 0 repositories listed
• Health-LLM: Personalized Retrieval-Augmented Disease Prediction System
  1 Feb 2024 0 repositories listed
• HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA
  1 Feb 2024 0 repositories listed
• RAG-Fusion: a New Take on Retrieval-Augmented Generation
  31 Jan 2024 0 repositories listed
• ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search
  31 Jan 2024 0 repositories listed
• Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems
  30 Jan 2024 0 repositories listed
• Weaver: Foundation Models for Creative Writing
  30 Jan 2024 0 repositories listed
• Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties
  29 Jan 2024 0 repositories listed
• Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report
  29 Jan 2024 0 repositories listed
• A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM
  27 Jan 2024 0 repositories listed
• Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately
  27 Jan 2024 0 repositories listed
• UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
  24 Jan 2024 0 repositories listed
• Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition
  23 Jan 2024 0 repositories listed
• Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA
  20 Jan 2024 0 repositories listed
• Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine
  20 Jan 2024 0 repositories listed
• ChatQA: Surpassing GPT-4 on Conversational QA and RAG
  18 Jan 2024 0 repositories listed
• BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs
  17 Jan 2024 0 repositories listed
• RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  16 Jan 2024 0 repositories listed
• Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task
  16 Jan 2024 0 repositories listed
• Graph database while computationally efficient filters out quickly the ESG integrated equities in investment management
  15 Jan 2024 0 repositories listed
• The Chronicles of RAG: The Retriever, the Chunk and the Generator
  15 Jan 2024 0 repositories listed
• Bridging the Preference Gap between Retrievers and LLMs
  13 Jan 2024 0 repositories listed
• Reinforcement Learning for Optimizing RAG for Domain Chatbots
  10 Jan 2024 0 repositories listed
• Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models
  5 Jan 2024 0 repositories listed
• Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models
  4 Jan 2024 0 repositories listed
• Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise
  3 Jan 2024 0 repositories listed
• Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation
  3 Jan 2024 0 repositories listed
• Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods
  1 Jan 2024 0 repositories listed
• A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models
  31 Dec 2023 0 repositories listed
• Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation
  26 Dec 2023 0 repositories listed
• ESGReveal: An LLM-based approach for extracting structured data from ESG reports
  25 Dec 2023 0 repositories listed
• Experimenting with Large Language Models and vector embeddings in NASA SciX
  21 Dec 2023 0 repositories listed
• Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion
  21 Dec 2023 0 repositories listed
• RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios
  19 Dec 2023 0 repositories listed
• GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews
  15 Dec 2023 0 repositories listed
• Dynamic Retrieval-Augmented Generation
  14 Dec 2023 0 repositories listed
• Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping
  11 Dec 2023 0 repositories listed
• DevBots can co-design APIs
  10 Dec 2023 0 repositories listed
• Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
  10 Dec 2023 0 repositories listed
• Context Tuning for Retrieval Augmented Generation
  9 Dec 2023 0 repositories listed
• PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
  8 Dec 2023 0 repositories listed
• IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions
  30 Nov 2023 0 repositories listed
• How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)
  29 Nov 2023 0 repositories listed
• SenTest: Evaluating Robustness of Sentence Encoders
  29 Nov 2023 0 repositories listed
• Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model
  27 Nov 2023 0 repositories listed
• Minimizing Factual Inconsistency and Hallucination in Large Language Models
  23 Nov 2023 0 repositories listed
• Don't forget private retrieval: distributed private similarity search for large language models
  21 Nov 2023 0 repositories listed
• Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis
  16 Nov 2023 0 repositories listed
• Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users
  10 Nov 2023 0 repositories listed
• Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking
  10 Nov 2023 0 repositories listed
• Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation
  9 Nov 2023 0 repositories listed
• Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation
  7 Nov 2023 0 repositories listed
• FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM
  5 Nov 2023 0 repositories listed
• GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval
  31 Oct 2023 0 repositories listed
• FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction
  20 Oct 2023 0 repositories listed
• MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities
  16 Oct 2023 0 repositories listed
• Towards reducing hallucination in extracting information from financial reports using Large Language Models
  16 Oct 2023 0 repositories listed
• CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering
  14 Oct 2023 0 repositories listed
• GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models
  10 Oct 2023 0 repositories listed
• Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts
  29 Sep 2023 0 repositories listed
• Chatmap : Large Language Model Interaction with Cartographic Data
  28 Sep 2023 0 repositories listed
• MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
  27 Sep 2023 0 repositories listed
• Automating construction contract review using knowledge graph-enhanced large language models
  21 Sep 2023 0 repositories listed
• BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials
  15 Sep 2023 0 repositories listed
• A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture
  3 Sep 2023 0 repositories listed
• Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs
  24 Aug 2023 0 repositories listed
• Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering
  12 Jul 2023 0 repositories listed
• Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation
  30 May 2023 0 repositories listed
• Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
  28 May 2023 0 repositories listed
• Learning Answer Generation using Supervision from Automatic Question Answering Evaluators
  24 May 2023 0 repositories listed
• Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
  5 May 2023 0 repositories listed
• FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation
  28 Sep 2022 0 repositories listed
• Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling
  7 Jul 2022 0 repositories listed
• Retrieval-augmented Generation across Heterogeneous Knowledge
  1 Jul 2022 0 repositories listed
• Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model
  1 May 2022 0 repositories listed
• KGI: An Integrated Framework for Knowledge Intensive Language Tasks
  8 Apr 2022 0 repositories listed
• End-to-End Table Question Answering via Retrieval-Augmented Generation
  30 Mar 2022 0 repositories listed
• A Survey on Retrieval-Augmented Text Generation
  2 Feb 2022 0 repositories listed
• Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
  16 Jan 2022 0 repositories listed