Methods › Natural Language Processing › Language Models › LLaMA › Papers, page 2
LLaMA
Papers archive 2025-07-28
archive papers tagged: 1,062 · with a code link: 423 · where Syntology ran a sample: 143 (127 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (143 of 1,062 tagged: 127 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)
Page 2 of 11: papers 101 to 200 of 1,062, 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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Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-Malicious Cyber Security Data 15 May 2025 · 0 repositories · arXiv:2505.09974
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Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents 15 May 2025 · 0 repositories · arXiv:2505.09970
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Understanding Gen Alpha Digital Language: Evaluation of LLM Safety Systems for Content Moderation 14 May 2025 · 0 repositories · arXiv:2505.10588
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A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias 14 May 2025 · 0 repositories · arXiv:2505.09056
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Contextual Phenotyping of Pediatric Sepsis Cohort Using Large Language Models 14 May 2025 · 0 repositories · arXiv:2505.09805
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Evaluating LLM Metrics Through Real-World Capabilities 13 May 2025 · 0 repositories · arXiv:2505.08253
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Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations 12 May 2025 · 0 repositories · arXiv:2505.07711
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Enfoque Odychess: Un método dialéctico, constructivista y adaptativo para la enseñanza del ajedrez con inteligencias artificiales generativas 10 May 2025 · 0 repositories · arXiv:2505.06652
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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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Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study 9 May 2025 · 0 repositories · arXiv:2505.06149
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Free and Fair Hardware: A Pathway to Copyright Infringement-Free Verilog Generation using LLMs 9 May 2025 · 0 repositories · arXiv:2505.06096
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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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Lost in OCR Translation? Vision-Based Approaches to Robust Document Retrieval 8 May 2025 · 0 repositories · arXiv:2505.05666
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Scalable LLM Math Reasoning Acceleration with Low-rank Distillation 8 May 2025 · 0 repositories · arXiv:2505.07861
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The Aloe Family Recipe for Open and Specialized Healthcare LLMs 7 May 2025 · 0 repositories · arXiv:2505.04388
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Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation 6 May 2025 · 0 repositories · arXiv:2505.03406
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Beyond the model: Key differentiators in large language models and multi-agent services 5 May 2025 · 0 repositories · arXiv:2505.02489
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Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning 5 May 2025 · 0 repositories · arXiv:2505.02639Syntology 0 ran · 1 unverified (of 1 harvested sample)
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Rewriting Pre-Training Data Boosts LLM Performance in Math and Code 5 May 2025 · 1 repository · arXiv:2505.02881Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition 4 May 2025 · 1 repository · arXiv:2505.02052
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Accelerating Large Language Model Reasoning via Speculative Search 3 May 2025 · 0 repositories · arXiv:2505.02865
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PhysNav-DG: A Novel Adaptive Framework for Robust VLM-Sensor Fusion in Navigation Applications 3 May 2025 · 0 repositories · arXiv:2505.01881
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Do We Need a Detailed Rubric for Automated Essay Scoring using Large Language Models? 2 May 2025 · 0 repositories · arXiv:2505.01035
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Llama-Nemotron: Efficient Reasoning Models 2 May 2025 · 0 repositories · arXiv:2505.00949
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PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding 2 May 2025 · 0 repositories · arXiv:2505.01572
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FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation 1 May 2025 · 0 repositories · arXiv:2505.00624
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From Precision to Perception: User-Centred Evaluation of Keyword Extraction Algorithms for Internet-Scale Contextual Advertising 30 Apr 2025 · 0 repositories · arXiv:2504.21667
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Precision Where It Matters: A Novel Spike Aware Mixed-Precision Quantization Strategy for LLaMA-based Language Models 30 Apr 2025 · 0 repositories · arXiv:2504.21553
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Efficient LLMs with AMP: Attention Heads and MLP Pruning 29 Apr 2025 · 2 repositories · arXiv:2504.21174
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Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition 29 Apr 2025 · 0 repositories · arXiv:2504.20946
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AutoJudge: Judge Decoding Without Manual Annotation 28 Apr 2025 · 0 repositories · arXiv:2504.20039
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BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text 28 Apr 2025 · 1 repository · arXiv:2504.19467
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Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report 28 Apr 2025 · 0 repositories · arXiv:2504.21039
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semi-PD: Towards Efficient LLM Serving via Phase-Wise Disaggregated Computation and Unified Storage 28 Apr 2025 · 0 repositories · arXiv:2504.19867
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Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation 26 Apr 2025 · 1 repository · arXiv:2504.18804
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Clinical knowledge in LLMs does not translate to human interactions 26 Apr 2025 · 1 repository · arXiv:2504.18919
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Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation 26 Apr 2025 · 0 repositories · arXiv:2504.18857
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Adversarial Attacks on LLM-as-a-Judge Systems: Insights from Prompt Injections 25 Apr 2025 · 0 repositories · arXiv:2504.18333
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Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English 24 Apr 2025 · 0 repositories · arXiv:2504.17974
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A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms 23 Apr 2025 · 0 repositories · arXiv:2504.16420
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Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories 23 Apr 2025 · 0 repositories · arXiv:2504.16604
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Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning 23 Apr 2025 · 0 repositories · arXiv:2505.00016
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DONOD: Robust and Generalizable Instruction Fine-Tuning for LLMs via Model-Intrinsic Dataset Pruning 21 Apr 2025 · 0 repositories · arXiv:2504.14810
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KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments 21 Apr 2025 · 0 repositories · arXiv:2504.15364
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LLMs as Data Annotators: How Close Are We to Human Performance 21 Apr 2025 · 0 repositories · arXiv:2504.15022
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The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval 21 Apr 2025 · 0 repositories · arXiv:2504.14788
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PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines 20 Apr 2025 · 0 repositories · arXiv:2504.14738
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SlimPipe: Memory-Thrifty and Efficient Pipeline Parallelism for Long-Context LLM Training 20 Apr 2025 · 0 repositories · arXiv:2504.14519
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Gradual Binary Search and Dimension Expansion : A general method for activation quantization in LLMs 18 Apr 2025 · 0 repositories · arXiv:2504.13989
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Accuracy is Not Agreement: Expert-Aligned Evaluation of Crash Narrative Classification Models 17 Apr 2025 · 0 repositories · arXiv:2504.13068
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Chinese-Vicuna: A Chinese Instruction-following Llama-based Model 17 Apr 2025 · 1 repository · arXiv:2504.12737
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Efficient MAP Estimation of LLM Judgment Performance with Prior Transfer 17 Apr 2025 · 0 repositories · arXiv:2504.12589
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MAIN: Mutual Alignment Is Necessary for instruction tuning 17 Apr 2025 · 0 repositories · arXiv:2504.12913
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Memorization: A Close Look at Books 17 Apr 2025 · 0 repositories · arXiv:2504.12549
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Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures 16 Apr 2025 · 0 repositories · arXiv:2504.11750
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AgMMU: A Comprehensive Agricultural Multimodal Understanding and Reasoning Benchmark 14 Apr 2025 · 0 repositories · arXiv:2504.10568
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Beyond Chains of Thought: Benchmarking Latent-Space Reasoning Abilities in Large Language Models 14 Apr 2025 · 0 repositories · arXiv:2504.10615
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Can LLMs handle WebShell detection? Overcoming Detection Challenges with Behavioral Function-Aware Framework 14 Apr 2025 · 0 repositories · arXiv:2504.13811
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You've Changed: Detecting Modification of Black-Box Large Language Models 14 Apr 2025 · 0 repositories · arXiv:2504.12335
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Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP 13 Apr 2025 · 0 repositories · arXiv:2504.10536
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Question Tokens Deserve More Attention: Enhancing Large Language Models without Training through Step-by-Step Reading and Question Attention Recalibration 13 Apr 2025 · 0 repositories · arXiv:2504.09402
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Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for Sepsis 12 Apr 2025 · 0 repositories · arXiv:2504.12326
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AI-University: An LLM-based platform for instructional alignment to scientific classrooms 11 Apr 2025 · 1 repository · arXiv:2504.08846
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Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare 11 Apr 2025 · 0 repositories · arXiv:2504.08260
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X-Guard: Multilingual Guard Agent for Content Moderation 11 Apr 2025 · 1 repository · arXiv:2504.08848
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Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs 10 Apr 2025 · 0 repositories · arXiv:2504.07866
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Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety 9 Apr 2025 · 0 repositories · arXiv:2504.07022
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Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning? 8 Apr 2025 · 0 repositories · arXiv:2504.06006
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On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions 7 Apr 2025 · 0 repositories · arXiv:2504.06303
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PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters 7 Apr 2025 · 1 repository · arXiv:2504.08791
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Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models 7 Apr 2025 · 1 repository · arXiv:2504.04823
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OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs 5 Apr 2025 · 0 repositories · arXiv:2504.04030
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Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT 4 Apr 2025 · 0 repositories · arXiv:2504.07982
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Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles 4 Apr 2025 · 0 repositories · arXiv:2504.03520
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YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization 4 Apr 2025 · 1 repository · arXiv:2504.03932
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The Self-Learning Agent with a Progressive Neural Network Integrated Transformer 3 Apr 2025 · 0 repositories · arXiv:2504.02489
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Efficient Model Selection for Time Series Forecasting via LLMs 2 Apr 2025 · 0 repositories · arXiv:2504.02119
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Evolving Security in LLMs: A Study of Jailbreak Attacks and Defenses 2 Apr 2025 · 0 repositories · arXiv:2504.02080
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Subasa -- Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala 2 Apr 2025 · 0 repositories · arXiv:2504.02178
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When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks 2 Apr 2025 · 0 repositories · arXiv:2504.02010
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Detecting PTSD in Clinical Interviews: A Comparative Analysis of NLP Methods and Large Language Models 1 Apr 2025 · 0 repositories · arXiv:2504.01216
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Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features 1 Apr 2025 · 0 repositories · arXiv:2504.00557
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TheBlueScrubs-v1, a comprehensive curated medical dataset derived from the internet 1 Apr 2025 · 0 repositories · arXiv:2504.02874
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A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG 31 Mar 2025 · 0 repositories · arXiv:2503.24307
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FeRG-LLM : Feature Engineering by Reason Generation Large Language Models 30 Mar 2025 · 0 repositories · arXiv:2503.23371
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Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation 30 Mar 2025 · 1 repository · arXiv:2503.23363
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PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference 30 Mar 2025 · 1 repository · arXiv:2503.23274
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Multimodal machine learning with large language embedding model for polymer property prediction 29 Mar 2025 · 1 repository · arXiv:2503.22962
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Generalization Bias in Large Language Model Summarization of Scientific Research 28 Mar 2025 · 0 repositories · arXiv:2504.00025
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STADE: Standard Deviation as a Pruning Metric 28 Mar 2025 · 1 repository · arXiv:2503.22451
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Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models 28 Mar 2025 · 0 repositories · arXiv:2503.22877
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Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters 26 Mar 2025 · 0 repositories · arXiv:2503.21004
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Reasoning Beyond Limits: Advances and Open Problems for LLMs 26 Mar 2025 · 0 repositories · arXiv:2503.22732
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Susceptibility of Large Language Models to User-Driven Factors in Medical Queries 26 Mar 2025 · 0 repositories · arXiv:2503.22746
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BiblioPage: A Dataset of Scanned Title Pages for Bibliographic Metadata Extraction 25 Mar 2025 · 1 repository · arXiv:2503.19658
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Can Multi-modal (reasoning) LLMs work as deepfake detectors? 25 Mar 2025 · 0 repositories · arXiv:2503.20084
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Cross-Tokenizer Distillation via Approximate Likelihood Matching 25 Mar 2025 · 1 repository · arXiv:2503.20083Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Efficient Model Development through Fine-tuning Transfer 25 Mar 2025 · 0 repositories · arXiv:2503.20110
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Exploring Training and Inference Scaling Laws in Generative Retrieval 24 Mar 2025 · 1 repository · arXiv:2503.18941