Methods › General › Regularization › Attention Dropout › Papers, page 4
Attention Dropout
Papers archive 2025-07-28
archive papers tagged: 10,892 · with a code link: 4,634 · where Syntology ran a sample: 1,270 (1,043 with a run with no instrument failure, 227 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,270 of 10,892 tagged: 1,043 with a run with no instrument failure, 227 where every run was a failure of Syntology's instrument)
Page 4 of 109: papers 301 to 400 of 10,892, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs 15 May 2025 · 0 repositories · arXiv:2505.10074
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One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems 15 May 2025 · 0 repositories · arXiv:2505.11548
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Atomic Consistency Preference Optimization for Long-Form Question Answering 14 May 2025 · 1 repository · arXiv:2505.09039
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CXMArena: Unified Dataset to benchmark performance in realistic CXM Scenarios 14 May 2025 · 1 repository · arXiv:2505.09436
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Multilingual Machine Translation with Quantum Encoder Decoder Attention-based Convolutional Variational Circuits 14 May 2025 · 0 repositories · arXiv:2505.09407
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Achieving Scalable Robot Autonomy via neurosymbolic planning using lightweight local LLM 13 May 2025 · 1 repository · arXiv:2505.08492
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Enhancing Thyroid Cytology Diagnosis with RAG-Optimized LLMs and Pa-thology Foundation Models 13 May 2025 · 0 repositories · arXiv:2505.08590
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Evaluating LLM Metrics Through Real-World Capabilities 13 May 2025 · 0 repositories · arXiv:2505.08253
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Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow 13 May 2025 · 0 repositories · arXiv:2505.08303
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Hakim: Farsi Text Embedding Model 13 May 2025 · 0 repositories · arXiv:2505.08435
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HealthBench: Evaluating Large Language Models Towards Improved Human Health 13 May 2025 · 1 repository · arXiv:2505.08775Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation 13 May 2025 · 0 repositories · arXiv:2505.08450
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Memorization-Compression Cycles Improve Generalization 13 May 2025 · 0 repositories · arXiv:2505.08727
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Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency 13 May 2025 · 0 repositories · arXiv:2505.08445
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Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies 13 May 2025 · 1 repository · arXiv:2505.08739
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Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing 13 May 2025 · 0 repositories · arXiv:2505.08651
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Securing RAG: A Risk Assessment and Mitigation Framework 13 May 2025 · 0 repositories · arXiv:2505.08728
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Small but Significant: On the Promise of Small Language Models for Accessible AIED 13 May 2025 · 0 repositories · arXiv:2505.08588
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WixQA: A Multi-Dataset Benchmark for Enterprise Retrieval-Augmented Generation 13 May 2025 · 0 repositories · arXiv:2505.08643
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Benchmarking Retrieval-Augmented Generation for Chemistry 12 May 2025 · 0 repositories · arXiv:2505.07671
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Comparative sentiment analysis of public perception: Monkeypox vs. COVID-19 behavioral insights 12 May 2025 · 0 repositories · arXiv:2505.07430
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DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation 12 May 2025 · 1 repository · arXiv:2505.07233
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Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation 12 May 2025 · 1 repository · arXiv:2505.07917
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GRADA: Graph-based Reranker against Adversarial Documents Attack 12 May 2025 · 1 repository · arXiv:2505.07546
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HAMLET: Healthcare-focused Adaptive Multilingual Learning Embedding-based Topic Modeling 12 May 2025 · 0 repositories · arXiv:2505.07157
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KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation 12 May 2025 · 0 repositories · arXiv:2505.07618
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No Query, No Access 12 May 2025 · 0 repositories · arXiv:2505.07258
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Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition 12 May 2025 · 1 repository · arXiv:2505.07166
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SEReDeEP: Hallucination Detection in Retrieval-Augmented Models via Semantic Entropy and Context-Parameter Fusion 12 May 2025 · 0 repositories · arXiv:2505.07528
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Towards Requirements Engineering for RAG Systems 12 May 2025 · 0 repositories · arXiv:2505.07553
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Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis 12 May 2025 · 0 repositories · arXiv:2505.07459
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Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale 11 May 2025 · 1 repository · arXiv:2505.13480
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IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method 11 May 2025 · 0 repositories · arXiv:2505.06889
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The Distracting Effect: Understanding Irrelevant Passages in RAG 11 May 2025 · 0 repositories · arXiv:2505.06914
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MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG 10 May 2025 · 1 repository · arXiv:2505.06569
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OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval 10 May 2025 · 0 repositories · arXiv:2505.07879Syntology 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
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REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback 10 May 2025 · 0 repositories · arXiv:2505.06548
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The Sound of Populism: Distinct Linguistic Features Across Populist Variants 10 May 2025 · 0 repositories · arXiv:2505.07874
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An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers 9 May 2025 · 0 repositories · arXiv:2505.05828
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Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax 9 May 2025 · 1 repository · arXiv:2505.06062
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CellVerse: Do Large Language Models Really Understand Cell Biology? 9 May 2025 · 0 repositories · arXiv:2505.07865
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Multi-Agent Systems for Robotic Autonomy with LLMs 9 May 2025 · 0 repositories · arXiv:2505.05762
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Multimodal Integrated Knowledge Transfer to Large Language Models through Preference Optimization with Biomedical Applications 9 May 2025 · 1 repository · arXiv:2505.05736
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What Is Next for LLMs? Next-Generation AI Computing Hardware Using Photonic Chips 9 May 2025 · 0 repositories · arXiv:2505.05794
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AI Approaches to Qualitative and Quantitative News Analytics on NATO Unity 8 May 2025 · 0 repositories · arXiv:2505.06313
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LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and Vulnerabilities 8 May 2025 · 2 repositories · arXiv:2505.05619
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Lost in OCR Translation? Vision-Based Approaches to Robust Document Retrieval 8 May 2025 · 0 repositories · arXiv:2505.05666
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Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization 8 May 2025 · 0 repositories · arXiv:2505.05070
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QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation 8 May 2025 · 0 repositories · arXiv:2505.05225
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An Empirical Study of OpenAI API Discussions on Stack Overflow 7 May 2025 · 0 repositories · arXiv:2505.04084
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Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards 7 May 2025 · 1 repository · arXiv:2505.04847Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Bringing legal knowledge to the public by constructing a legal question bank using large-scale pre-trained language model 7 May 2025 · 0 repositories · arXiv:2505.04132
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Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes 7 May 2025 · 0 repositories · arXiv:2505.04666
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Flower Across Time and Media: Sentiment Analysis of Tang Song Poetry and Visual Correspondence 7 May 2025 · 0 repositories · arXiv:2505.04785
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GASCADE: Grouped Summarization of Adverse Drug Event for Enhanced Cancer Pharmacovigilance 7 May 2025 · 1 repository · arXiv:2505.04284
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HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights 7 May 2025 · 0 repositories · arXiv:2505.04846
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LLM-e Guess: Can LLMs Capabilities Advance Without Hardware Progress? 7 May 2025 · 1 repository · arXiv:2505.04075
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Osiris: A Lightweight Open-Source Hallucination Detection System 7 May 2025 · 0 repositories · arXiv:2505.04844
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Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising 7 May 2025 · 0 repositories · arXiv:2505.04665
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Retrieval Augmented Generation Evaluation for Health Documents 7 May 2025 · 0 repositories · arXiv:2505.04680
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Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs 7 May 2025 · 0 repositories · arXiv:2505.04441
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A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient 6 May 2025 · 0 repositories · arXiv:2505.04654
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A Reasoning-Focused Legal Retrieval Benchmark 6 May 2025 · 0 repositories · arXiv:2505.03970
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A review of DNA restriction-free overlapping sequence cloning techniques for synthetic biology 6 May 2025 · 0 repositories · arXiv:2505.03681
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An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation 6 May 2025 · 0 repositories · arXiv:2505.03452
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Evaluation of LLMs on Long-tail Entity Linking in Historical Documents 6 May 2025 · 0 repositories · arXiv:2505.03473
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Hesitation is defeat? Connecting Linguistic and Predictive Uncertainty 6 May 2025 · 0 repositories · arXiv:2505.03910
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IndicSQuAD: A Comprehensive Multilingual Question Answering Dataset for Indic Languages 6 May 2025 · 1 repository · arXiv:2505.03688
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Transformers for Learning on Noisy and Task-Level Manifolds: Approximation and Generalization Insights 6 May 2025 · 0 repositories · arXiv:2505.03205
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Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models 5 May 2025 · 1 repository · arXiv:2505.02362
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Automatic Proficiency Assessment in L2 English Learners 5 May 2025 · 0 repositories · arXiv:2505.02615
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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models 5 May 2025 · 1 repository · arXiv:2505.03075
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Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing 5 May 2025 · 1 repository · arXiv:2505.02811
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Less is More: Efficient Weight Farcasting with 1-Layer Neural Network 5 May 2025 · 0 repositories · arXiv:2505.02714
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Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis 5 May 2025 · 0 repositories · arXiv:2505.03019
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Rapid yet accurate Tile-circuit and device modeling for Analog In-Memory Computing 5 May 2025 · 0 repositories · arXiv:2506.00004
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SymbioticRAG: Enhancing Document Intelligence Through Human-LLM Symbiotic Collaboration 5 May 2025 · 0 repositories · arXiv:2505.02418
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A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking 4 May 2025 · 0 repositories · arXiv:2505.02171
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Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets 4 May 2025 · 1 repository · arXiv:2505.02118Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Exploring new Approaches for Information Retrieval through Natural Language Processing 4 May 2025 · 0 repositories · arXiv:2505.02199
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Real-time Spatial Retrieval Augmented Generation for Urban Environments 4 May 2025 · 0 repositories · arXiv:2505.02271
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Retrieval-augmented in-context learning for multimodal large language models in disease classification 4 May 2025 · 0 repositories · arXiv:2505.02087
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Positional Attention for Efficient BERT-Based Named Entity Recognition 3 May 2025 · 0 repositories · arXiv:2505.01868
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A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components 2 May 2025 · 0 repositories · arXiv:2505.01627
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CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code 2 May 2025 · 0 repositories · arXiv:2505.01485
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Retrieval-Augmented Generation in Biomedicine: A Survey of Technologies, Datasets, and Clinical Applications 2 May 2025 · 0 repositories · arXiv:2505.01146
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CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass 1 May 2025 · 1 repository · arXiv:2505.00389
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EnronQA: Towards Personalized RAG over Private Documents 1 May 2025 · 0 repositories · arXiv:2505.00263
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Patchwork: A Unified Framework for RAG Serving 1 May 2025 · 0 repositories · arXiv:2505.07833
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LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics 30 Apr 2025 · 1 repository · arXiv:2504.21716Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA 30 Apr 2025 · 1 repository · arXiv:2504.21252
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Traceback of Poisoning Attacks to Retrieval-Augmented Generation 30 Apr 2025 · 0 repositories · arXiv:2504.21668
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ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement 29 Apr 2025 · 0 repositories · arXiv:2504.20434
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BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification 29 Apr 2025 · 1 repository · arXiv:2504.20703
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CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models 29 Apr 2025 · 1 repository · arXiv:2504.20898
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Graph RAG for Legal Norms: A Hierarchical and Temporal Approach 29 Apr 2025 · 0 repositories · arXiv:2505.00039
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JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry 29 Apr 2025 · 0 repositories · arXiv:2504.20849
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ReasonIR: Training Retrievers for Reasoning Tasks 29 Apr 2025 · 1 repository · arXiv:2504.20595Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation 29 Apr 2025 · 1 repository · arXiv:2504.20500Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities 29 Apr 2025 · 1 repository · arXiv:2504.20734