Browse State-of-the-Art › RAG › Papers, page 21
RAG
Papers archive 2025-07-28
archive papers tagged: 2,111 · with a code link: 758 · where Syntology ran a sample: 211 (170 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (211 of 2,111 tagged: 170 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)
Page 21 of 22: papers 2,001 to 2,100 of 2,111, 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.
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Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models8 Apr 2024 0 repositories listed
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MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering8 Apr 2024 0 repositories listed
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Octopus v2: On-device language model for super agent2 Apr 2024 0 repositories listed
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Observations on Building RAG Systems for Technical Documents31 Mar 2024 0 repositories listed
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Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs30 Mar 2024 0 repositories listed
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FACTOID: FACtual enTailment fOr hallucInation Detection28 Mar 2024 0 repositories listed
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MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering28 Mar 2024 0 repositories listed
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Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check27 Mar 2024 0 repositories listed
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CPR: Retrieval Augmented Generation for Copyright Protection27 Mar 2024 0 repositories listed
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Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language27 Mar 2024 0 repositories listed
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Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations23 Mar 2024 0 repositories listed
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Improving Retrieval for RAG based Question Answering Models on Financial Documents23 Mar 2024 0 repositories listed
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General LLMs as Instructors for Domain-Specific LLMs: A Sequential Fusion Method to Integrate Extraction and Editing23 Mar 2024 0 repositories listed
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FIT-RAG: Black-Box RAG with Factual Information and Token Reduction21 Mar 2024 0 repositories listed
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Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems18 Mar 2024 0 repositories listed
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Repoformer: Selective Retrieval for Repository-Level Code Completion15 Mar 2024 0 repositories listed
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Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector14 Mar 2024 0 repositories listed
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AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production12 Mar 2024 0 repositories listed
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Development of a Reliable and Accessible Caregiving Language Model (CaLM)11 Mar 2024 0 repositories listed
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PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design8 Mar 2024 0 repositories listed
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Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models3 Mar 2024 0 repositories listed
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RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots2 Mar 2024 0 repositories listed
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DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases1 Mar 2024 0 repositories listed
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Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines29 Feb 2024 0 repositories listed
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Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification28 Feb 2024 0 repositories listed
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A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge26 Feb 2024 0 repositories listed
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From RAGs to riches: Using large language models to write documents for clinical trials26 Feb 2024 0 repositories listed
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Fine-tuning Large Language Models for Domain-specific Machine Translation23 Feb 2024 0 repositories listed
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Assessing generalization capability of text ranking models in Polish22 Feb 2024 0 repositories listed
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Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data20 Feb 2024 0 repositories listed
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FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation19 Feb 2024 0 repositories listed
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Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge19 Feb 2024 0 repositories listed
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Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning19 Feb 2024 0 repositories listed
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GenDec: A robust generative Question-decomposition method for Multi-hop reasoning17 Feb 2024 0 repositories listed
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PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering16 Feb 2024 0 repositories listed
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Dense Passage Retrieval: Is it Retrieving?16 Feb 2024 0 repositories listed
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Generative AI in the Construction Industry: A State-of-the-art Analysis15 Feb 2024 0 repositories listed
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Grounding Language Model with Chunking-Free In-Context Retrieval15 Feb 2024 0 repositories listed
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T-RAG: Lessons from the LLM Trenches12 Feb 2024 0 repositories listed
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Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models11 Feb 2024 0 repositories listed
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DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton6 Feb 2024 0 repositories listed
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Enhancing Retrieval Processes for Language Generation with Augmented Queries6 Feb 2024 0 repositories listed
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Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations5 Feb 2024 0 repositories listed
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Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation4 Feb 2024 0 repositories listed
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Retrieval Augmented End-to-End Spoken Dialog Models2 Feb 2024 0 repositories listed
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CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks2 Feb 2024 0 repositories listed
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Health-LLM: Personalized Retrieval-Augmented Disease Prediction System1 Feb 2024 0 repositories listed
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HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA1 Feb 2024 0 repositories listed
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RAG-Fusion: a New Take on Retrieval-Augmented Generation31 Jan 2024 0 repositories listed
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Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems30 Jan 2024 0 repositories listed
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Weaver: Foundation Models for Creative Writing30 Jan 2024 0 repositories listed
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Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties29 Jan 2024 0 repositories listed
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Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report29 Jan 2024 0 repositories listed
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A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM27 Jan 2024 0 repositories listed
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Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately27 Jan 2024 0 repositories listed
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UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems24 Jan 2024 0 repositories listed
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Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition23 Jan 2024 0 repositories listed
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Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA20 Jan 2024 0 repositories listed
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Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine20 Jan 2024 0 repositories listed
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RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture16 Jan 2024 0 repositories listed
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Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task16 Jan 2024 0 repositories listed
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Graph database while computationally efficient filters out quickly the ESG integrated equities in investment management15 Jan 2024 0 repositories listed
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The Chronicles of RAG: The Retriever, the Chunk and the Generator15 Jan 2024 0 repositories listed
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Bridging the Preference Gap between Retrievers and LLMs13 Jan 2024 0 repositories listed
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Reinforcement Learning for Optimizing RAG for Domain Chatbots10 Jan 2024 0 repositories listed
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Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models5 Jan 2024 0 repositories listed
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Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models4 Jan 2024 0 repositories listed
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Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise3 Jan 2024 0 repositories listed
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Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation3 Jan 2024 0 repositories listed
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Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods1 Jan 2024 0 repositories listed
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A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models31 Dec 2023 0 repositories listed
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ESGReveal: An LLM-based approach for extracting structured data from ESG reports25 Dec 2023 0 repositories listed
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Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP19 Dec 2023 0 repositories listed
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Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs10 Dec 2023 0 repositories listed
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Context Tuning for Retrieval Augmented Generation9 Dec 2023 0 repositories listed
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PaperQA: Retrieval-Augmented Generative Agent for Scientific Research8 Dec 2023 0 repositories listed
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IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions30 Nov 2023 0 repositories listed
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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
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SenTest: Evaluating Robustness of Sentence Encoders29 Nov 2023 0 repositories listed
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Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model27 Nov 2023 0 repositories listed
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Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination27 Nov 2023 0 repositories listed
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Minimizing Factual Inconsistency and Hallucination in Large Language Models23 Nov 2023 0 repositories listed
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Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis16 Nov 2023 0 repositories listed
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Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users10 Nov 2023 0 repositories listed
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Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking10 Nov 2023 0 repositories listed
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Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation7 Nov 2023 0 repositories listed
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GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval31 Oct 2023 0 repositories listed
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FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction20 Oct 2023 0 repositories listed
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GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models10 Oct 2023 0 repositories listed
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Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts29 Sep 2023 0 repositories listed
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Chatmap : Large Language Model Interaction with Cartographic Data28 Sep 2023 0 repositories listed
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MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering27 Sep 2023 0 repositories listed
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A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture3 Sep 2023 0 repositories listed
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Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering12 Jul 2023 0 repositories listed
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Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs28 May 2023 0 repositories listed
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Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models5 May 2023 0 repositories listed
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Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)25 Mar 2023 0 repositories listed
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Multi-class Brain Tumor Segmentation using Graph Attention Network11 Feb 2023 0 repositories listed
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MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text6 Oct 2022 0 repositories listed