Methods › General › Regularization › Attention Dropout › Papers, page 3
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 3 of 109: papers 201 to 300 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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FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain 23 May 2025 · 0 repositories · arXiv:2505.17471
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LLM assisted web application functional requirements generation: A case study of four popular LLMs over a Mess Management System 23 May 2025 · 0 repositories · arXiv:2505.18019
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MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation 23 May 2025 · 0 repositories · arXiv:2505.17613
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Multi-Scale Probabilistic Generation Theory: A Hierarchical Framework for Interpreting Large Language Models 23 May 2025 · 0 repositories · arXiv:2505.18244
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QwenLong-CPRS: Towards ∞-LLMs with Dynamic Context Optimization 23 May 2025 · 0 repositories · arXiv:2505.18092
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ReqBrain: Task-Specific Instruction Tuning of LLMs for AI-Assisted Requirements Generation 23 May 2025 · 0 repositories · arXiv:2505.17632
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Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs 23 May 2025 · 1 repository · arXiv:2505.17762
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ShIOEnv: A CLI Behavior-Capturing Environment Enabling Grammar-Guided Command Synthesis for Dataset Curation 23 May 2025 · 1 repository · arXiv:2505.18374
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AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training 22 May 2025 · 1 repository · arXiv:2505.16363Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 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 (of 1 harvested sample)
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Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation 22 May 2025 · 0 repositories · arXiv:2505.16237
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Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation 22 May 2025 · 0 repositories · arXiv:2505.16415Syntology 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)
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Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA 22 May 2025 · 0 repositories · arXiv:2505.16293
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Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems 22 May 2025 · 0 repositories · arXiv:2505.16367
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Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks 22 May 2025 · 0 repositories · arXiv:2505.16901
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DailyQA: A Benchmark to Evaluate Web Retrieval Augmented LLMs Based on Capturing Real-World Changes 22 May 2025 · 0 repositories · arXiv:2505.17162
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Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review 22 May 2025 · 0 repositories · arXiv:2505.16771
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Generative AI and Creativity: A Systematic Literature Review and Meta-Analysis 22 May 2025 · 1 repository · arXiv:2505.17241
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Multimodal Generative AI for Story Point Estimation in Software Development 22 May 2025 · 0 repositories · arXiv:2505.16290
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Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG) 22 May 2025 · 0 repositories · arXiv:2505.17238
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R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning 22 May 2025 · 3 repositories · arXiv:2505.17005Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty 22 May 2025 · 0 repositories · arXiv:2505.17281
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The Polar Express: Optimal Matrix Sign Methods and Their Application to the Muon Algorithm 22 May 2025 · 0 repositories · arXiv:2505.16932
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Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers 22 May 2025 · 0 repositories · arXiv:2505.16241
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VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering 22 May 2025 · 0 repositories · arXiv:2505.17326
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Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks 22 May 2025 · 1 repository · arXiv:2505.16849
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AdUE: Improving uncertainty estimation head for LoRA adapters in LLMs 21 May 2025 · 0 repositories · arXiv:2505.15443
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An Efficient Private GPT Never Autoregressively Decodes 21 May 2025 · 0 repositories · arXiv:2505.15252
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BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case law 21 May 2025 · 0 repositories · arXiv:2505.15916
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Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective 21 May 2025 · 0 repositories · arXiv:2505.15045
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HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases 21 May 2025 · 1 repository · arXiv:2505.15701
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InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation 21 May 2025 · 0 repositories · arXiv:2505.15872
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Leveraging Foundation Models for Multimodal Graph-Based Action Recognition 21 May 2025 · 0 repositories · arXiv:2505.15192
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LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming 21 May 2025 · 0 repositories · arXiv:2505.15039Syntology 11 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 8 unverified (of 19 harvested samples) · 19 pointer-only (licence)
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MaxPoolBERT: Enhancing BERT Classification via Layer- and Token-Wise Aggregation 21 May 2025 · 0 repositories · arXiv:2505.15696
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Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains 21 May 2025 · 0 repositories · arXiv:2505.16014
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Reranking with Compressed Document Representation 21 May 2025 · 0 repositories · arXiv:2505.15394
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Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries 21 May 2025 · 1 repository · arXiv:2505.15420
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Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization 21 May 2025 · 0 repositories · arXiv:2505.15444
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Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks 20 May 2025 · 0 repositories · arXiv:2505.14212
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Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation 20 May 2025 · 0 repositories · arXiv:2505.13957
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Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders 20 May 2025 · 0 repositories · arXiv:2505.14536Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI 20 May 2025 · 0 repositories · arXiv:2505.14435
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Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning 20 May 2025 · 0 repositories · arXiv:2505.13994
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EEG-to-Text Translation: A Model for Deciphering Human Brain Activity 20 May 2025 · 1 repository · arXiv:2505.13936
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Enhancing Abstractive Summarization of Scientific Papers Using Structure Information 20 May 2025 · 1 repository · arXiv:2505.14179
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Every Pixel Tells a Story: End-to-End Urdu Newspaper OCR 20 May 2025 · 0 repositories · arXiv:2505.13943
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Generative AI at the Crossroads: Light Bulb, Dynamo, or Microscope? 20 May 2025 · 0 repositories · arXiv:2505.14588
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Informatics for Food Processing 20 May 2025 · 1 repository · arXiv:2505.17087
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Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models 20 May 2025 · 0 repositories · arXiv:2505.13828
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Out-of-Distribution Generalization of In-Context Learning: A Low-Dimensional Subspace Perspective 20 May 2025 · 0 repositories · arXiv:2505.14808
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Probing BERT for German Compound Semantics 20 May 2025 · 0 repositories · arXiv:2505.14130
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Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning 20 May 2025 · 1 repository · arXiv:2505.14069Syntology 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) · 1 pointer-only (licence)
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s3: You Don't Need That Much Data to Train a Search Agent via RL 20 May 2025 · 1 repository · arXiv:2505.14146Syntology official (archive's flag): 7 ran · 7 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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Scaling Laws for State Dynamics in Large Language Models 20 May 2025 · 0 repositories · arXiv:2505.14892
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SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation 20 May 2025 · 0 repositories · arXiv:2505.14381
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Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps 19 May 2025 · 0 repositories · arXiv:2505.12731
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Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities 19 May 2025 · 0 repositories · arXiv:2505.13195
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AMAQA: A Metadata-based QA Dataset for RAG Systems 19 May 2025 · 0 repositories · arXiv:2505.13557
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Are Large Language Models Good at Detecting Propaganda? 19 May 2025 · 0 repositories · arXiv:2505.13706
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Climate Research Domain BERTs: Pretraining, Adaptation, and Evaluation 19 May 2025 · 0 repositories
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EAVIT: Efficient and Accurate Human Value Identification from Text data via LLMs 19 May 2025 · 0 repositories · arXiv:2505.12792
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Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability 19 May 2025 · 1 repository · arXiv:2505.13258
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Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain 19 May 2025 · 0 repositories · arXiv:2505.13006
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Know Or Not: a library for evaluating out-of-knowledge base robustness 19 May 2025 · 1 repository · arXiv:2505.13545
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Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering 19 May 2025 · 1 repository · arXiv:2505.12662
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Optimizing Retrieval Augmented Generation for Object Constraint Language 19 May 2025 · 0 repositories · arXiv:2505.13129
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Pyramid Sparse Transformer: Enhancing Multi-Scale Feature Fusion with Dynamic Token Selection 19 May 2025 · 0 repositories · arXiv:2505.12772
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RAR: Setting Knowledge Tripwires for Retrieval Augmented Rejection 19 May 2025 · 0 repositories · arXiv:2505.13581
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Suicide Risk Assessment Using Multimodal Speech Features: A Study on the SW1 Challenge Dataset 19 May 2025 · 0 repositories · arXiv:2505.13069
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VesselGPT: Autoregressive Modeling of Vascular Geometry 19 May 2025 · 1 repository · arXiv:2505.13318
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EVALOOP: Assessing LLM Robustness in Programming from a Self-consistency Perspective 18 May 2025 · 0 repositories · arXiv:2505.12185
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KGAlign: Joint Semantic-Structural Knowledge Encoding for Multimodal Fake News Detection 18 May 2025 · 1 repository · arXiv:2505.14714
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PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation 18 May 2025 · 1 repository · arXiv:2505.12574
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RAGXplain: From Explainable Evaluation to Actionable Guidance of RAG Pipelines 18 May 2025 · 0 repositories · arXiv:2505.13538
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Video-GPT via Next Clip Diffusion 18 May 2025 · 1 repository · arXiv:2505.12489
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ELITE: Embedding-Less retrieval with Iterative Text Exploration 17 May 2025 · 1 repository · arXiv:2505.11908
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Let's have a chat with the EU AI Act 17 May 2025 · 0 repositories · arXiv:2505.11946
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Neuro-Symbolic Query Compiler 17 May 2025 · 1 repository · arXiv:2505.11932
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Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing 17 May 2025 · 0 repositories · arXiv:2505.11856
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Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation 17 May 2025 · 0 repositories · arXiv:2505.11995
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SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache 16 May 2025 · 0 repositories · arXiv:2505.10951
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RAGSynth: Synthetic Data for Robust and Faithful RAG Component Optimization 16 May 2025 · 1 repository · arXiv:2505.10989
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mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs 16 May 2025 · 1 repository · arXiv:2505.11180
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Towards Cultural Bridge by Bahnaric-Vietnamese Translation Using Transfer Learning of Sequence-To-Sequence Pre-training Language Model 16 May 2025 · 0 repositories · arXiv:2505.11421
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ACSE-Eval: Can LLMs threat model real-world cloud infrastructure? 16 May 2025 · 1 repository · arXiv:2505.11565
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Can an Easy-to-Hard Curriculum Make Reasoning Emerge in Small Language Models? Evidence from a Four-Stage Curriculum on GPT-2 16 May 2025 · 0 repositories · arXiv:2505.11643
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EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation 16 May 2025 · 0 repositories · arXiv:2505.13506
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Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation 16 May 2025 · 1 repository · arXiv:2505.10792
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Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents 16 May 2025 · 0 repositories · arXiv:2505.10961
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Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation 16 May 2025 · 1 repository · arXiv:2505.11754
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Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency 16 May 2025 · 0 repositories · arXiv:2505.13499
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THELMA: Task Based Holistic Evaluation of Large Language Model Applications-RAG Question Answering 16 May 2025 · 0 repositories · arXiv:2505.11626
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MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly 15 May 2025 · 1 repository · arXiv:2505.10610Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Artificial Intelligence Bias on English Language Learners in Automatic Scoring 15 May 2025 · 0 repositories · arXiv:2505.10643
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AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges 15 May 2025 · 0 repositories · arXiv:2505.10468
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Are Sparse Autoencoders Useful for Java Function Bug Detection? 15 May 2025 · 1 repository · arXiv:2505.10375
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CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability 15 May 2025 · 0 repositories · arXiv:2505.10063
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CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning 15 May 2025 · 0 repositories · arXiv:2505.10493
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Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data 15 May 2025 · 1 repository · arXiv:2505.10260
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Hierarchical Document Refinement for Long-context Retrieval-augmented Generation 15 May 2025 · 1 repository · arXiv:2505.10413